--
-- Host: localhost    Database: mgr_aiacademy_tw
-- ------------------------------------------------------


--
-- Table structure for table `cls_actionscheduler_actions`
--

CREATE TABLE `cls_actionscheduler_actions` (
  `action_id` bigint unsigned NOT NULL AUTO_INCREMENT,
  `hook` varchar(191) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_520_ci NOT NULL,
  `status` varchar(20) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_520_ci NOT NULL,
  `scheduled_date_gmt` datetime DEFAULT '0000-00-00 00:00:00',
  `scheduled_date_local` datetime DEFAULT '0000-00-00 00:00:00',
  `priority` tinyint unsigned NOT NULL DEFAULT '10',
  `args` varchar(191) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_520_ci DEFAULT NULL,
  `schedule` longtext CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_520_ci,
  `group_id` bigint unsigned NOT NULL DEFAULT '0',
  `attempts` int NOT NULL DEFAULT '0',
  `last_attempt_gmt` datetime DEFAULT '0000-00-00 00:00:00',
  `last_attempt_local` datetime DEFAULT '0000-00-00 00:00:00',
  `claim_id` bigint unsigned NOT NULL DEFAULT '0',
  `extended_args` varchar(8000) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_520_ci DEFAULT NULL,
  PRIMARY KEY (`action_id`),
  KEY `hook_status_scheduled_date_gmt` (`hook`(163),`status`,`scheduled_date_gmt`),
  KEY `status_scheduled_date_gmt` (`status`,`scheduled_date_gmt`),
  KEY `scheduled_date_gmt` (`scheduled_date_gmt`),
  KEY `args` (`args`),
  KEY `group_id` (`group_id`),
  KEY `last_attempt_gmt` (`last_attempt_gmt`),
  KEY `claim_id_status_scheduled_date_gmt` (`claim_id`,`status`,`scheduled_date_gmt`)
) ENGINE=InnoDB AUTO_INCREMENT=4522 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_520_ci;

--
-- Dumping data for table `cls_actionscheduler_actions`
--

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--
-- Table structure for table `cls_actionscheduler_claims`
--

CREATE TABLE `cls_actionscheduler_claims` (
  `claim_id` bigint unsigned NOT NULL AUTO_INCREMENT,
  `date_created_gmt` datetime DEFAULT '0000-00-00 00:00:00',
  PRIMARY KEY (`claim_id`),
  KEY `date_created_gmt` (`date_created_gmt`)
) ENGINE=InnoDB AUTO_INCREMENT=53022 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_520_ci;

--
-- Dumping data for table `cls_actionscheduler_claims`
--


--
-- Table structure for table `cls_actionscheduler_groups`
--

CREATE TABLE `cls_actionscheduler_groups` (
  `group_id` bigint unsigned NOT NULL AUTO_INCREMENT,
  `slug` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_520_ci NOT NULL,
  PRIMARY KEY (`group_id`),
  KEY `slug` (`slug`(191))
) ENGINE=InnoDB AUTO_INCREMENT=3 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_520_ci;

--
-- Dumping data for table `cls_actionscheduler_groups`
--

INSERT INTO `cls_actionscheduler_groups` VALUES (1,'action-scheduler-migration'),(2,'wp_mail_smtp');

--
-- Table structure for table `cls_actionscheduler_logs`
--

CREATE TABLE `cls_actionscheduler_logs` (
  `log_id` bigint unsigned NOT NULL AUTO_INCREMENT,
  `action_id` bigint unsigned NOT NULL,
  `message` text CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_520_ci NOT NULL,
  `log_date_gmt` datetime DEFAULT '0000-00-00 00:00:00',
  `log_date_local` datetime DEFAULT '0000-00-00 00:00:00',
  PRIMARY KEY (`log_id`),
  KEY `action_id` (`action_id`),
  KEY `log_date_gmt` (`log_date_gmt`)
) ENGINE=InnoDB AUTO_INCREMENT=800 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_520_ci;

--
-- Dumping data for table `cls_actionscheduler_logs`
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Kaggle或近期ML/DL/AI文章分享 <br> 2. 統計分析 #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nC.L \nP HQ\",\r\n,,,,,\r\n,,,,,\r\n,,,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,,,','yes'),(643,'aad60a35209d73b70cd53e3c5ace9ae4_before_md5','getHtml::https://docs.google.com/spreadsheets/d/15Nf-ltmz4djI6XlN9jq6-UokqbM-9z3dqNZfSavcJcQ/export?format=csv&gid=397079091','yes'),(644,'d736e8ae6d8cfeac7abf33047f8a15c4','2018-07-16 03:09:05@DATE,2018/02/26,2018/02/27,2018/02/28,2018/03/01,2018/03/02\r\nWEEKDAY,Monday,Tuesday,Wednesday,Thursday,Friday\r\n09:30 - 10:30,\"C Transfer Learning 轉移學習 #https://drive.google.com/drive/folders/1Gk7KD0O_hdhEaUOTFT3EeYEXWSfZmSI9 \nC.S 轉移學習  \nC.L 王鈺強\nP A0\n\",\"C 實戰演練－Transfer Learning #https://docs.google.com/presentation/d/1GfoA5jstMj23TbfgT2lQq76GYQxgO9g-9-VBB_TmxyY/edit#slide=id.p\nC.S 實務上的遷移學習\nC.L 教研處\nP HQ\n\",\"VA 二二八放假\nMERGE 9\",\"C 趨勢科技 kaggle 競賽 #https://docs.google.com/presentation/d/1yoShh9jEkCYleSj9rmYmJlcYxi6ESCXSQZEe0C9vrpk/edit#slide=id.p\nC.L 教研處\nP HQ\n\",\"C 趨勢科技 kaggle 競賽 #https://docs.google.com/presentation/d/1yoShh9jEkCYleSj9rmYmJlcYxi6ESCXSQZEe0C9vrpk/edit#slide=id.p\nC.L 教研處\nP HQ\n\"\r\n10:30 - 10:50,BREAK,BREAK,,BREAK,BREAK\r\n10:50 - 12:30,\"C.S 轉移學習的挑戰  \n\n\",C.S Model fine-tune: 前置作業 | 載入資料 ,,\"C 趨勢科技 kaggle 競賽\nC.L 教研處\nP HQ\n\",\"C 趨勢科技 kaggle 競賽\nC.L 教研處\nP HQ\n\"\r\n12:30 - 14:00,LUNCH,LUNCH,,LUNCH,LUNCH\r\n14:00 - 15:00,\"C.S 轉移學習於視覺分析  \n\",C.S Model fine-tune: 建立靜態圖 | 載入模型參數,,\"C 趨勢科技 kaggle 競賽\nC.L 教研處\nP HQ\n\",\"C 趨勢科技 kaggle 競賽\nC.L 教研處\nP HQ\n\"\r\n15:00 - 15:20,BREAK,BREAK,,BREAK,BREAK\r\n15:20 - 16:30,\"C.S 轉移學習於視覺合成  \nMERGE\",\"C.S Model fine-tune: Tensorflow 資源管理 | 訓練、測試模型\n\",,MERGE ,\"C 趨勢科技 kaggle 競賽\nC.L 教研處\nP HQ\n\"\r\n16:30 - 17:00,,\"HAPPY\nMERGE\",,,\"HAPPY\nMERGE\"\r\n17:00 - 18:00,QA,,,FREE,\r\n,,,,,\r\n,,,,,\r\n,,,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,,,','yes'),(645,'d736e8ae6d8cfeac7abf33047f8a15c4_before_md5','getHtml::https://docs.google.com/spreadsheets/d/15Nf-ltmz4djI6XlN9jq6-UokqbM-9z3dqNZfSavcJcQ/export?format=csv&gid=1096906134','yes'),(646,'abdab4237e54cea17cc8a74a0f9d9ce1','2018-07-16 03:09:06@DATE,2018/03/05,2018/03/06,2018/03/07,2018/03/08,2018/03/09\r\nWEEKDAY,Monday,Tuesday,Wednesday,Thursday,Friday\r\n09:30 - 10:30,\"C 深度學習理論: 遞迴神經網路 #https://www.slideshare.net/yenlung/recurrent-neural-network-89538572\nC.S 遞迴神經網路原理 (RNN, LSTM, GRU)  \nC.L 蔡炎龍\nP R0\n\",\"C 深度學習於自然語言處理之應用 #https://drive.google.com/drive/folders/1wZ-CbS9mofpiOHqDt5Uun9RuvWDSX2BC?usp=sharing  \nC.S Intro to NLP and deep learning  \nC.L 高宏宇\nP R0\n\",\"C 實戰演練－Natural Language Processing #https://docs.google.com/presentation/d/1xTW5AgmYqQrArWFjyyq-KXhe0IR4RHu2FgAR09mbKwU/edit#slide=id.p\nC.S 文字探勘簡介與基礎\nC.L 教研處\nP HQ\",\"C 實戰演練－RNN #https://docs.google.com/presentation/d/1dOK3lV6q_cI1yGr1phb0vXQrFKsuKNXZWWWC6WBvRx0/edit?usp=sharing\nC.S 快速回顧遞迴神經網路\nC.L 教研處\nP HQ\",\"C 深度學習理論: 強化學習 # https://drive.google.com/file/d/1KgJ3Msn7V2eSlDv606w-yjDYKw2L2WMu/view\nC.S Intro to Reinforcement Learning (RL)  \nC.L 孫民\nP A1\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C.S 時間序列型問題實作  ,\"C.S Word Representation, Autoencoder  \",C.S 文字特徵工程 : 如何將文字轉換成結構化資料,C.S LSTM in Tensorflow,C.S RL 的起源及 Overview  \r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,C.S 文字處理基本概念  ,\"C.S RNN, LSTM, Seq2Seq  \",C.S 文字分散式表示及 gensim 簡介,C.S 其他序列資料建模 : Convolution1D,C.S Markov Decision Process (MDP) 以及傳統增強學習的算法  \r\n15:00 - 15:20,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S 情意分析和對話機器人  \nMERGE\",\"C.S Applications  \nMERGE\",\"C.S 詞向量應用及文字特徵建模練習\nMERGE\",\"C.S seq2seq 簡介\n\",\"C.S 不需環境資訊 (Model-free) 的增強學習  \nMERGE\"\r\n16:30 - 17:00,,,,\"HAPPY\n\",\r\n17:00 - 18:00,QA,QA,\"C 讀書會\nC.S AI 應用處理器 #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nC.L \nP HQ\",\"C 讀書會\nC.S 信用卡資料分析實務 #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nC.L \nP HQ\",QA\r\n,,,,,\r\n,,,,,\r\n,,,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,,,','yes'),(647,'abdab4237e54cea17cc8a74a0f9d9ce1_before_md5','getHtml::https://docs.google.com/spreadsheets/d/15Nf-ltmz4djI6XlN9jq6-UokqbM-9z3dqNZfSavcJcQ/export?format=csv&gid=153291539','yes'),(648,'a1461545a0e26547104fb9cc9e304f16','2018-07-16 03:09:06@DATE,2018/03/12,2018/03/13,2018/03/14,2018/03/15,2018/03/16\r\nWEEKDAY,Monday,Tuesday,Wednesday,Thursday,Friday\r\n09:30 - 10:30,\"C 深度學習理論: 強化學習 #https://drive.google.com/file/d/1KgJ3Msn7V2eSlDv606w-yjDYKw2L2WMu/view\nC.S Deep Reinforcement Learning 以及其應用  \nC.L 孫民\nP R0\n\",\"C 實戰演練－Reinforcement Learning #https://docs.google.com/presentation/d/1TGttNxdlRUlA40qPL8Bg1E-oaCQxY0Leh7UPNrvGAes/edit#slide=id.p\nC.S Q Learning\nC.L 教研處\nP HQ\n\",\"C 實戰演練－Reinforcement Learning #https://docs.google.com/presentation/d/1kcnW9-Md-Yhctx7-Bre0pzt-23sSV3PX_C1OiRAsB2M/edit#slide=id.p\nC.S Actor Critic 概念\nC.L 教研處\nP HQ\n\",\"C 深度學習於電腦視覺之應用 #https://drive.google.com/file/d/1m3S9LysuhU1F7OjgKWiTwTYtrEBUXJHb/view \nC.S CNN 原理簡介  \nC.L 林彥宇\nP R0\n\",\"C 實戰演練－Computer Vision #https://docs.google.com/presentation/d/1LnWidud8zUYyNRllUuKjbfRRwxBrSdSSPPVqdwql-io/edit#slide=id.g2e3e866df6_0_0\nC.S Object detection models\nC.L 教研處\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C.S Deep RL-1: Deep Q-Network (DQN)  \n\",C.S Deep Q Learning,C.S 手把手 Actor Critic,C.S 代表性 CNN 模型  ,C.S Tensorflow object detection API\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C.S Deep RL-2: Policy Gradient-based Methods  \n\",C.S Policy Gradient,C.S DDPG 概念,\"C.S CNN 於電腦視覺之應用I  \n影像分割 (image segmentation)\n\",C.S YOLO\r\n15:00 - 15:20,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S Deep RL-3: 應用  \nMERGE\",\"C.S Challenge Time\n\",\"C.S 手把手 DDPG\nMERGE\",\"C.S CNN 於電腦視覺之應用II  \nMERGE\",C.S YOLO v2 實作\r\n16:30 - 17:00,,\"HAPPY\n\",,,HAPPY\r\n17:00 - 18:00,QA,\"C 讀書會\nC.S 醫療統計分析 #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nS \nP HQ\",\"C 讀書會\nC.S 1. RL 論文分享 (星海爭霸 II) <br> 2. Image Caption II #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nC.L \nP HQ\",QA,\"C 讀書會\nC.S 消金信用風險模型 #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nC.L \nP HQ\"\r\n,,,,,\r\n,,,,,\r\n,,,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,,,','yes'),(649,'a1461545a0e26547104fb9cc9e304f16_before_md5','getHtml::https://docs.google.com/spreadsheets/d/15Nf-ltmz4djI6XlN9jq6-UokqbM-9z3dqNZfSavcJcQ/export?format=csv&gid=266951048','yes'),(650,'fe39c995bdd4b5c18d305ea69de42463','2018-07-16 03:09:07@DATE,2018/03/19,2018/03/20,2018/03/21,2018/03/22,2018/03/23\r\nWEEKDAY,Monday,Tuesday,Wednesday,Thursday,Friday\r\n09:30 - 10:30,\"C 實戰演練－Computer Vision #https://drive.google.com/file/d/1bXHsjNLKtK5m231_fagDvCcBA8UgKY2Y/view?usp=sharing\nC.S Deep Learning overview\nC.L Andrew (NVIDIA)\nP HQ\n\",\"C 深度學習理論: 生成式對抗網路 #https://docs.google.com/presentation/d/1kcbSo9k_FEAjZLNqvkCJImnUXSJ83dgi3ZD8mCvnmeY/edit#slide=id.p\nC.S 生成模型介紹  \nC.L 魏澤人\nP A1\",\"C 深度學習理論: 生成式對抗網路 #https://docs.google.com/presentation/d/1kcbSo9k_FEAjZLNqvkCJImnUXSJ83dgi3ZD8mCvnmeY/edit#slide=id.p\nC.S 生成對抗網路進展  \nC.L 魏澤人\nP A0\n\",\"C 實戰演練－GAN #https://docs.google.com/presentation/d/1iRvSpNVBoKLQjmt1OeZ6XcdBIzL6TzDGknbeSL7mLz0/edit#slide=id.p\nC.S 應用簡介 & The GAN Zoo\nC.L 教研處\nP HQ\n\",\"C 實戰演練－GAN #https://docs.google.com/presentation/d/1iRvSpNVBoKLQjmt1OeZ6XcdBIzL6TzDGknbeSL7mLz0/edit#slide=id.p\nC.S 實作 Pix2Pix\nC.L 教研處\nP HQ\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C.S Image Segmentation,\"C.S 生成模型實作  \n\",C.S 圖對圖轉換原理及實作  ,C.S 實作 VanillaGAN,C.S \r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,C.S Defect Inspection,\"C.S 生成對抗網擄原理  \n\",C.S 進階實作及應用  ,C.S 實作 DCGAN,\"C Kaggle 技巧與資料分析實務 #https://docs.google.com/presentation/d/1rCPDfVVyTdKZrijbSAYamzEEx9DTu7CVJZXzN7n3THo/edit#slide=id.g355377cde1_1_26\nC.S 資料前處理\nC.L 教研處\nP HQ\n\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S Speed up with TensorRT\nMERGE\",\"C.S 生成對抗網路實作  \nMERGE\",\"C.S 進階實作及應用  \nMERGE\",\"C.S 實作 DCGAN\nMERGE\",C.S 模型組合\r\n16:30 - 17:00,,,,,\"HAPPY\n\"\r\n17:00 - 18:00,\"C 讀書會\nC.S 1. Image Semantic Segmentation in Deep Learning <br> 2. AI 創業初探 I #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nC.L \nP HQ\",QA,QA,\"C 讀書會\nC.S 1. 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default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,,,','yes'),(657,'7b05b71e2fc73a06d139246e51703323_before_md5','getHtml::https://docs.google.com/spreadsheets/d/15Nf-ltmz4djI6XlN9jq6-UokqbM-9z3dqNZfSavcJcQ/export?format=csv&gid=1323034712','yes'),(658,'11f18f0ca2c36e8e8f0ded3e812d9d80','2018-07-16 03:09:09@DATE,2018/04/16,2018/04/17,2018/04/18,2018/04/19,2018/04/20\r\nWEEKDAY,Monday,Tuesday,Wednesday,Thursday,Friday\r\n09:30 - 10:30,\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\"\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:20 - 16:30,MERGE,\"C 專題實作\nP HQ\",MERGE,MERGE,\"C 專題實作\nP HQ\"\r\n16:30 - 17:00,,\"HAPPY\n\",,,HAPPY\r\n17:00 - 18:00,\"C 讀書會\nC.S AI創業初探 II #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nP HQ\",\"C 讀書會\nC.S 如何建構 Linux 深度學習環境 II #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nP HQ\",\"C 讀書會\nC.S Capsule Network #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nP HQ\",\"C 讀書會\nC.S 量子電腦 #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nP HQ\",\"C 讀書會\nC.S AI 與 MCU 的邂逅 #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nP HQ\"\r\n,,,,,\r\n,,,,,\r\n,,,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,,,','yes'),(659,'11f18f0ca2c36e8e8f0ded3e812d9d80_before_md5','getHtml::https://docs.google.com/spreadsheets/d/15Nf-ltmz4djI6XlN9jq6-UokqbM-9z3dqNZfSavcJcQ/export?format=csv&gid=1957233151','yes'),(660,'b6b6a5517c4b630ab26a87956d70a30e','2018-07-16 03:09:09@DATE,2018/04/23,2018/04/24,2018/04/25,2018/04/26,2018/04/27\r\nWEEKDAY,Monday,Tuesday,Wednesday,Thursday,Friday\r\n09:30 - 10:30,\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\"\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\",\"C 專題實作\nP HQ\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:20 - 16:30,MERGE,\"C 專題實作\nP HQ\",MERGE,\"C 專題實作\nP HQ\",MERGE\r\n16:30 - 17:00,,\"HAPPY\n\",,HAPPY,\r\n17:00 - 18:00,\"C 讀書會\nC.S 雲端AI開發環境分享 (AWS SageMaker 介紹及分享)  #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nP HQ\",\"C 讀書會\nC.S AI 醫療  #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nP HQ\",\"C 讀書會\nC.S 1. AI Startup Idea 分享 #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nP HQ\",\"C 讀書會\nC.S  AdAs 自駕車、安防  #https://docs.google.com/spreadsheets/d/1TP5GAzVVf2rfbR4jIixRE_YkKYXlVT6j6Xsf5pMMVxY/edit#gid=1223916559\nP HQ\",FREE\r\n,,,,,\r\n,,,,,\r\n,,,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,,,','yes'),(661,'b6b6a5517c4b630ab26a87956d70a30e_before_md5','getHtml::https://docs.google.com/spreadsheets/d/15Nf-ltmz4djI6XlN9jq6-UokqbM-9z3dqNZfSavcJcQ/export?format=csv&gid=2049767092','yes'),(830,'qode_sidebars','a:0:{}','yes'),(1775,'466db7f7af9fff568d9b7cd73cac6ae5','2021-01-29 07:52:18@DATE,2018/02/03,2018/02/10,2018/02/17,2018/02/24\r\nWEEKDAY,Saturday,Saturday,Saturday,Saturday\r\n09:30 - 10:30,\"C 統計與資料分析 #http://www.hmwu.idv.tw/index.php/r-software\nC.S 敘述性統計與機率分布  \nC.L 吳漢銘\nP R0\n\",\"C 機器學習與演算法概論 #https://drive.google.com/open?id=1BpczZrvEzmkjaNbd62VwWgiq6khVqoMg  \nC.S Machine learning overview, rehearse relavent concepts in statistics, probability, and sampling methods  \nC.L 陳彥呈\nP A0\n\n\",\"VA 春節放假\nMERGE 11\",\"C 深度學習入門 #https://drive.google.com/file/d/1AxfhMnG92mHyB3DXbjHMdhStdEAnPj6c/view\nC.S 深度學習簡介  \nC.L 李宏毅\nP A0\n\n\"\r\n10:30 - 10:50,BREAK,BREAK,,BREAK\r\n10:50 - 12:20,C.S 參數估計與假設檢定  ,\"C.S Regression, Dimension Reduction, and Unsupervised Learning Methods  \",,C.S 深度學習實務技巧與前瞻技術  \r\n12:20 - 13:40,LUNCH,LUNCH,,LUNCH\r\n13:40 - 14:40,C.S 資料處理方法  ,\"C.S Supervised Learning Methods: SVM, Decision Trees, and Classifier Ensembles  \",,C.S 深度學習應用大觀  \r\n14:40 - 15:00,BREAK,BREAK,,BREAK\r\n15:00 - 16:30,C.S 探索式資料分析  ,\"C.S Learning theories, generalization, and the importance of features  \",,C.S 對抗式學習入門  \r\n16:30 - 17:00,QA,QA,,QA\r\n17:00 - 18:00,DINNER,DINNER,,DINNER\r\n18:00 - 18:45,\"C 專題演講 I\nC.S 零售業資料科學實戰 - 從會員模型到行為預測\nC.L 李昆謀\",\"C 專題演講 I\nC.S ASAP 比價嗶嗶鳥爬蟲的秘辛與其他電商資料分析案例分享\nC.L 崔殷豪\",,\"C 專題演講 I\nC.S Practical AI #https://drive.google.com/open?id=1RQjSW7DNWuaKGCfvnbM07w6AA3achf6r\nC.L 張佳彥\"\r\n18:45 - 19:30,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1c1_eYONrhPzLL5sLjBiiIwLHzWUn3ajU/view?usp=sharing\nC.S 零售商品的特徵工程\nC.L 陳昇瑋 | 中央研究院\n\",\"C 專題演講 Ⅱ #https://slidr.io/JohnsonHsieh/cong-gong-gong-yi-ti-tan-zi-liao-ke-xue-zhuan-an-de-zhi-xing-tiao-zhan#1\nC.S 火災、水汙與家暴，資料英雄如何解決社會問題\nC.L 謝宗震\n\",,\"C 專題演講 Ⅱ\nC.S 如何導入資料科學，實現data-driven轉型，並提倡data-culture #https://drive.google.com/file/d/146qK_ui0h07z6pcRtESRa345wzeLpw6m/view?usp=sharing\nC.L 吳沛燊\"\r\n,,,,\r\n,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,','yes'),(1776,'466db7f7af9fff568d9b7cd73cac6ae5_before_md5','getHtml::https://docs.google.com/spreadsheets/d/12Pf-X7c_VjyWHdAVYzpUBcFijsf9E9FbU9nCFX8SMqA/export?format=csv&gid=0','yes'),(1777,'268cd63dc1589aca87c7ff2aa3790f84','2021-01-29 07:52:19@DATE,2018/03/03,2018/03/10,2018/03/17,2018/03/24,2018/03/31\r\nWEEKDAY,Saturday,Saturday,Saturday,Saturday,Saturday\r\n09:30 - 10:30,\"C 手把手的機器學習 #https://drive.google.com/open?id=13HOCmYn44Uw2TX48wucvX9gpYZjlSdC9JomxAJtAl1E  \nC.S 前進Kaggle之路 --- 基礎篇  \nC.L 教研處\nP R0\n\",\"C 電腦視覺 #https://drive.google.com/file/d/1m3S9LysuhU1F7OjgKWiTwTYtrEBUXJHb/view\nC.S CNN 原理簡介  \nC.L 林彥宇\nP A0\n\",\"C 文字探勘與自然語言處理 #https://www.slideshare.net/YiShinChen1/from-nlp-to-text-mining  \nC.S 自然語言簡介  \nC.L 陳宜欣\nP R0\n\n\",\"C 社群媒體的智慧 #https://drive.google.com/file/d/1wG62KmBkGQ3e7QUThGVavN7LyyYLst8R/view?usp=drive_web  \nC.S 社群媒體與社群分析介紹: 現況、應用與發展趨勢   \nC.L 胡筱薇 \nP R0 \",\"C 推薦系統 #https://drive.google.com/file/d/11OG7br1ISwN5-FkmGlq28CENZXxnFHpy/view?usp=sharing\nC.S   推薦系統概述 - 目標、基礎建設及開發\nC.L 陳怡安\nP R0\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,C.S,C.S 代表性 CNN 模型  ,C.S 自然語言相關技術  ,C.S 社群分析可以為組織帶來什麼好處?  ,C.S 推薦系統實戰 - 實做介紹及案例分析 \r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,C.S,C.S CNN 於電腦視覺之應用I  ,C.S 文字探勘技術簡介  ,C.S 工具介紹: 一個人也能做的社群數據分析  ,\"C 對話機器人 #https://hackmd.io/p/SkdgUPi9M#/\nC.S 對話式使用者界面的簡介與挑戰\nC.L 朱柏憲\"\r\n14:40 - 15:00,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,C.S,C.S CNN 於電腦視覺之應用II  ,C.S 文字探勘的應用與挑戰  ,C.S 數據天堂路: 分組演練與實做  ,C.S 深度學習如何協助聊天機器人的開發  \r\n16:30 - 17:00,QA,QA,QA,QA,QA\r\n17:00 - 18:00,DINNER,DINNER,DINNER,DINNER,DINNER\r\n18:00 - 18:45,\"C 專題演講 I #https://drive.google.com/file/d/1ahNICImnviUf3RZJkSRH68bZmJyOb0Je/view?usp=sharing\nC.S 機器學習的傲慢與偏見\nC.L 黃從仁 | 中央研究院\",\"C 專題演講 I #https://www.dropbox.com/s/2wg5r1mqc64hrrc/dl4cpcv_AIschool.pdf?dl=0\nC.S Deep Learning for Computational Photography and Computer Vision\nC.L 莊永裕\",\"C 專題演講 I\nC.S 自然語言處理在輿情分析與客服機器人之應用\nC.L 馬偉雲\",\"C 專題演講 I #https://drive.google.com/file/d/1gbr5AtTn4J-3vfWBnryI4FJJyGmu_5Nn/view?usp=sharing\nC.S 無中生有 - 利用外部數據打造新商業模式\nC.L 丘祐瑋\",\"C 專題演講 I #https://www.dropbox.com/s/h8g7su759vx2z98/mftsai_talk.pdf?dl=0\nC.S Music Recommendation Based on Multiple Contextual Similarity Information\nC.L 蔡銘峰\"\r\n18:45 - 19:30,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1lW3zuy6ikWlTANKsvj3CzH1SHz7guz5z/view?usp=sharing\nC.S Our Recent Advances and Experiences on Deep Learning for Computer Vision.\nC.L 王鈺強\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/18SvHa2hzQxrZdVowYpXQAv2S3bgS6blL/view?usp=sharing\nC.S 機器智能與人類行為分析於醫療應用\nC.L 李祈均\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1bukaFSHSMeI69qSUEAd0TiJKcuoxdY57/view?usp=sharing\nC.S Textual Data Analytics in Finance\nC.L 王釧茹\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1_FobePHxXPhZlFgPyD6ub3jmU-BvwK9s/view?usp=sharing\nC.S 文字探勘及機器學習在金融業之應用\nC.L 楊立偉\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1FKkJnU8FuZgj_1qIozmxxYBsc_6Pp1Uq/view?usp=sharing\nC.S 深度學習與 Kaggle 實戰 \nC.L 王淳恆\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(1778,'268cd63dc1589aca87c7ff2aa3790f84_before_md5','getHtml::https://docs.google.com/spreadsheets/d/12Pf-X7c_VjyWHdAVYzpUBcFijsf9E9FbU9nCFX8SMqA/export?format=csv&gid=621311387','yes'),(1779,'1fc246cb0232bf282b0876ca28699fc1','2021-01-29 07:52:20@DATE,2018/04/07,2018/04/14,2018/04/21,2018/04/28\r\nWEEKDAY,Saturday,Saturday,Saturday,Saturday\r\n09:30 - 10:30,\"VA 清明放假 \nMERGE 11\",\"C 手把手的深度學習 #https://drive.google.com/open?id=1FcyTpJFTSHzntT-JorLvC47FMjW3j25R \nC.S \nC.L 教研處\nP R0\n\",\"C RNN+GAN+深度學習的種種卡關 #https://drive.google.com/file/d/1FJX4JIGuFd6kF-49vVSLyoXzaZRJeLdV/view?usp=sharing\nC.S 有記憶的神經網路 | GAN 怎能紅遍天下  \nC.L 蔡炎龍\nP R0\n\",\"C 結業典禮\nC.L 教研處\nP R0\n\"\r\n10:30 - 10:50,,BREAK,BREAK,BREAK\r\n10:50 - 12:20,,C.S ,C.S 問問題的創意 | 深度學習的種種卡關  ,\"C 結業典禮\nC.L 教研處\nP R0\n\"\r\n12:20 - 13:40,,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,,C.S ,\"C 在引入 AI 之前，企業必須知道的資料分析與機器學習實務 #https://drive.google.com/file/d/1DB1JexkPDCJdr3fq8YfRBABd2cHnuGU1/view?usp=sharing \nC.S 從零開始 - 資料專案啟動案例分享  \nC.L 許懷中\",\"C 結業典禮\nC.L 教研處\nP R0\n\"\r\n14:40 - 15:00,,BREAK,BREAK,BREAK\r\n15:00 - 16:30,,C.S ,C.S 知其所以然 - 建構具備解釋性的機器學習模型案例全攻略  ,\"C 結業典禮\nC.L 教研處\nP R0\n\"\r\n16:30 - 17:00,,QA,QA,QA\r\n17:00 - 18:00,,DINNER,DINNER,DINNER\r\n18:00 - 18:45,,\"C 專題演講 I #https://drive.google.com/file/d/1aH9zTRMromxYJn-Zq5vAMsdJ3FIV83uJ/view?usp=sharing\nC.S 塑造資料科學文化，要像創業家一樣\nC.L 官順暉\",\"C 專題演講 I #https://drive.google.com/file/d/1MlLPzMAabxNo_pt9wKFN-PKKAxtNIUUM/view?usp=sharing\nC.S 語音辨識、合成、理解技術與應用\nC.L 何泰軒\",\"C 專題演講 I\nC.S \nS \"\r\n18:45 - 19:30,,\"C 專題演講 Ⅱ\nC.S 企業如何導入 AI 以提升營運表現\nC.L 劉永信\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1B8m42PSxig0sWbjIzGykJLlUM5j8xhz8/view?usp=sharing\nC.S 台北市產業發展獎勵補助\nC.L 姜義峻\",\"C 專題演講 Ⅱ\nC.S \nS \"\r\n,,,,\r\n,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,','yes'),(1780,'1fc246cb0232bf282b0876ca28699fc1_before_md5','getHtml::https://docs.google.com/spreadsheets/d/12Pf-X7c_VjyWHdAVYzpUBcFijsf9E9FbU9nCFX8SMqA/export?format=csv&gid=1278980304','yes'),(2058,'d056da0a2365d76d748579463cd800fe','2018-07-16 04:13:24@DATE,2018/05/16,2018/05/18,2018/05/19\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 環境／規則介紹 \nC.L Richie\nP A0\n\",\"C 機率、統計與R語言 #https://docs.google.com/presentation/d/1r25FmI2WA9-W4TOD2kv1_cei4fn4gtCRgdUVXlUmye0/edit#slide=id.p4\nC.S 敘述統計&機率分佈\nC.L 吳漢銘&教研處\nP HQ\",\"C 機率、統計與R語言 #https://docs.google.com/presentation/d/1OwUKgp9eJeXxLDb3RX5AFx1N_iCvLu5XDNCaGvdjVqM/edit#slide=id.p5\nC.S 平滑方法\nC.L 吳漢銘&教研處\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C R語言簡介 #https://docs.google.com/presentation/d/1SelhPwz4jdRELWoeCSR1B3j9HJzoqJqaWIdudjMkZVA/edit#slide=id.g39ee4a9773_1_81\nC.L 教研處\",\"C.S 參數估計&假設檢定\nP HQ\",\"C.S 缺失值處理\nP HQ\"\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,P HQ,\"C.S 無母數統計\nP HQ\",\"C.S 資料轉換\nP HQ\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,MERGE,MERGE,\"C.S 重抽法則\nMERGE\"\r\n16:30 - 17:00,P HQ,P HQ,P HQ\r\n17:00 - 18:00,QA,HAPPY,QA\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2059,'d056da0a2365d76d748579463cd800fe_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=430395366','yes'),(2060,'6bcf3d862add3331bb456417332827bb','2018-07-16 04:13:24@DATE,2018/05/23,2018/05/25,2018/05/26\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 機率、統計與R語言 #https://docs.google.com/presentation/d/1jAxJgmjrXqqwwFcoz2J4sLO9RYt0tQ5rYQ1YmpRqCkU/edit#slide=id.p1\nC.S 探索式資料分析&資料視覺化\nC.L 吳漢銘&教研處\nP HQ\",\"C 統計應用實務分享&QA #https://drive.google.com/open?id=1Weo2lb-lHsulJfcyVVjco1G_5OI_QDBd\nC.S 總結與問答\nC.L 吳漢銘\nP R0\",\"C Python 資料處理 #https://docs.google.com/presentation/d/1qYKCkUkfJlEUxDcTxTqTAWNgcBwcDmjVNSUkLTdnvR0\nC.S Numpy\nC.L 教研處\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,P HQ,P R0,C.S Pandas & Matplotlib\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C Python 快速上手 #https://docs.google.com/presentation/d/1CY9kPJc78iUhWKTW56ofyGdxf07lmm3udn9yhtO1Ao4/edit#slide=id.p1\nC.S 環境建置與使用&基礎語法\nC.L 教研處\nP HQ\",\"C Python 程式設計 #https://docs.google.com/presentation/d/1CY9kPJc78iUhWKTW56ofyGdxf07lmm3udn9yhtO1Ao4/edit#slide=id.p77\nC.S 函式&生成器\nC.L 教研處\nP HQ\",C.S Pandas & Matplotlib\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S 資料結構&流程控制\nP HQ\nMERGE\",\"C.S 正規表示式&類別\nP HQ\nMERGE\",\"C.S Pandas & Matplotlib\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,*5/18 updated,*5/17 updated,*5/18 updated\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2061,'6bcf3d862add3331bb456417332827bb_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=607827501','yes'),(2062,'856f079944787d45486b55bf807661a7','2018-07-16 04:13:25@DATE,2018/05/30,2018/06/01,2018/06/02\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C Python 爬蟲 #https://drive.google.com/open?id=1bZlc4DnHnFNcyEj2QZV5ZLocY2oLBvEdCiLbaKonN_Q\nC.S 網頁初探與爬取\nC.L 教研處\nP HQ\",\"C 機器學習基礎與演算法 #https://drive.google.com/open?id=1iYFazirHzvNHbB-ii0jCY_jwa13kkqs9vNJRpnfDIjA\nC.S 人工智慧與迴歸概論\nC.L 李宏毅 & 教研處\nP HQ\",\"C 機器學習基礎與演算法 #https://drive.google.com/open?id=1vPEXEusGA2Ym-diI2yGatWqUqhW0WBKhWeD6-hrGtBA\nC.S 迴歸演算法\nC.L 李宏毅&教研處\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C Python 爬蟲 #https://drive.google.com/open?id=1bZlc4DnHnFNcyEj2QZV5ZLocY2oLBvEdCiLbaKonN_Q\nC.S Get / Post 與 BeautifulSoup\",\"C 機器學習基礎與演算法 #https://drive.google.com/open?id=1iYFazirHzvNHbB-ii0jCY_jwa13kkqs9vNJRpnfDIjA\nC.S 機器學習基礎流程\n\",C.S 迴歸演算法\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C Python 爬蟲 #https://drive.google.com/open?id=1bZlc4DnHnFNcyEj2QZV5ZLocY2oLBvEdCiLbaKonN_Q\nC.S 圖片爬蟲與檔案爬蟲\",\"C 機器學習基礎與演算法 #https://drive.google.com/open?id=1iYFazirHzvNHbB-ii0jCY_jwa13kkqs9vNJRpnfDIjA\nC.S 機器學習基礎流程\",\"C.S 分類演算法\n\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S Facebook API爬蟲\nMERGE\",\"C 機器學習基礎與演算法 #https://drive.google.com/open?id=1iYFazirHzvNHbB-ii0jCY_jwa13kkqs9vNJRpnfDIjA\nC.S 權重正則化\nMERGE\",\"C.S 分類演算法\nMERGE\n\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2063,'856f079944787d45486b55bf807661a7_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=1188519787','yes'),(2064,'9d16b52b9010cc2ce6726c4e02149f12','2018-07-16 04:13:25@DATE,2018/06/06,2018/06/08,2018/06/09\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 機器學習基礎與演算法 #https://drive.google.com/open?id=1AlX9yGu3_nUJ8I7a1NDs2rHLER0ZU-6MrN2bLj3PY-A\nC.S 監督式學習: SVM\nC.L 李宏毅&教研處\nP HQ\",\"C 機器學習基礎與演算法\nC.S 總結與問答\nC.L 李宏毅\nP A1\",\"C Kaggle 實戰 #https://drive.google.com/open?id=1hUsN9nYwCMIQ3bV9F5tMzDNZmOEDxy2AlvxpwycY68A\nC.S 概論與預處理\nC.L 教研處\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C.S 參數選取,P A1,C.S 特徵工程\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,C.S 泛化能力與集成學習,\"C 機器學習基礎與演算法 #https://docs.google.com/presentation/d/1sMwnAFOJE724HOvhbQ_aDSMnp58Cvbs8dEM3GYzHh7w/edit?usp=sharing \nC.S 非監督式學習 \nC.L 教研處 \nP HQ\",\"C.S 特徵工程\nC.L 教研處\nP HQ\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S 決策樹及隨機森林與GBM\nMERGE\n\",\"C 機器學習基礎與演算法 #https://docs.google.com/presentation/d/1sMwnAFOJE724HOvhbQ_aDSMnp58Cvbs8dEM3GYzHh7w/edit?usp=sharing\r\nC.S 維度縮減: PCA\r\nC.L 教研處\nMERGE\",\"C.S 模型驗證與實戰\nC.L 教研處\nP HQ\nMERGE\"\r\n16:30 - 17:00,P HQ,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,*5/15 EJ:李老師今天只有早上有空.(上課地點要確認),\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2065,'9d16b52b9010cc2ce6726c4e02149f12_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=1748678936','yes'),(2066,'26b1f515c65e02a7acf8aa56fa2e9b40','2018-07-16 04:13:26@DATE,2018/06/13,2018/06/15,2018/06/16\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 深度學習理論入門 #https://drive.google.com/open?id=1NoSTbUClvZIsg2hBz3tnjglddCdtVEOj75nOXKelTZ8\nC.S 深度學習簡介\nC.L 李宏毅&教研處\nP HQ\",\"C 深度學習 - TensorFlow #https://drive.google.com/open?id=1off7xfE70cDnQr7EZjacixhvlXrgIhkeT5LEaGkJEdQ\nC.S 基礎語法與概念\nC.L 李宏毅&教研處\nP HQ\",\"VA 端午節\nMERGE 9\"\r\n10:30 - 10:50,BREAK,BREAK,\r\n10:50 - 12:30,C.S 梯度下降法,\"C 深度學習 - TensorFlow #https://drive.google.com/open?id=1off7xfE70cDnQr7EZjacixhvlXrgIhkeT5LEaGkJEdQ\n\",\r\n12:30 - 14:00,LUNCH,LUNCH,\r\n14:00 - 15:00,C.S 反向傳播,\"C 深度學習 - TensorFlow #https://drive.google.com/open?id=1off7xfE70cDnQr7EZjacixhvlXrgIhkeT5LEaGkJEdQ\n\nC.S 多層感知器與範例\",\r\n15:00 - 15:20,BREAK,BREAK,\r\n15:20 - 16:30,\"C.S 隨機梯度下降法\nMERGE\",\"C 深度學習 - TensorFlow #https://drive.google.com/open?id=1off7xfE70cDnQr7EZjacixhvlXrgIhkeT5LEaGkJEdQ\nMERGE\",\r\n16:30 - 17:00,P HQ,P HQ,\r\n17:00 - 18:00,C 讀書會,HAPPY,\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2067,'26b1f515c65e02a7acf8aa56fa2e9b40_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=1376149514','yes'),(2068,'7f6841b5d090c8e0bf90c7db37f7e6c8','2018-07-16 04:13:26@DATE,2018/06/20,2018/06/22,2018/06/23\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 深度學習 - TensorFlow #https://drive.google.com/open?id=1zTcTHd9iZnUupfxdbK1jJTcwbTTJgx1A76cDtT5iAx8\nC.S Tips for Training\nC.L 李宏毅&教研處\nP HQ\",\"C 深度學習 #https://drive.google.com/open?id=1oyTHt342_PQjDapeZbgdSWydYJODKFQ2PrNFHPP2rrw\nC.S 卷積神經網路\nC.L 李宏毅&教研處\nP HQ\",\"C 深度學習 #https://drive.google.com/open?id=1vpa0Zy6zrZ5yHm1Tr3WoZnhoeFF-tSHgBeLq83ipGrs\nC.S 綜合練習\nC.L 李宏毅&教研處\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,P HQ,C 深度學習 #https://drive.google.com/open?id=1oyTHt342_PQjDapeZbgdSWydYJODKFQ2PrNFHPP2rrw,\"C 深度學習 #https://drive.google.com/open?id=1vpa0Zy6zrZ5yHm1Tr3WoZnhoeFF-tSHgBeLq83ipGrs\n\"\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,C.S Overfitting,C 深度學習 #https://drive.google.com/open?id=1oyTHt342_PQjDapeZbgdSWydYJODKFQ2PrNFHPP2rrw,\"C 深度學習 #https://drive.google.com/open?id=1vpa0Zy6zrZ5yHm1Tr3WoZnhoeFF-tSHgBeLq83ipGrs\n\n\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S Callbacks\nMERGE\",\"C 深度學習 #https://drive.google.com/open?id=1oyTHt342_PQjDapeZbgdSWydYJODKFQ2PrNFHPP2rrw\nMERGE\",\"C 深度學習 #https://drive.google.com/open?id=1vpa0Zy6zrZ5yHm1Tr3WoZnhoeFF-tSHgBeLq83ipGrs\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2069,'7f6841b5d090c8e0bf90c7db37f7e6c8_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=1754712566','yes'),(2070,'1cabfec0c3edfb42faa78c427aabcabd','2018-07-16 04:13:27@DATE,2018/06/27,2018/06/29,2018/06/30\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 專題演講 #https://drive.google.com/open?id=1IS3TlxVAAl_g4sr_Ig3MhLWeQiRk02qe\nC.S Hub server建置與管理\nC.L 高嘉良\nP 台大應力所\",\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1Lge2fZ6_gYLTojBea77x4vaWbRo26B02uDsclIcYafs/\nC.S Model Fine-tuning\nC.L 李宏毅&教研處\nP HQ\",\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1w9-AmTkJTgn3JtNd3oh_xiF5OdRTC7mSNLTvWJIozAE/edit?usp=sharing\nC.S 電腦視覺簡介\nC.L 林彥宇&教研處\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C 專題演講 #https://drive.google.com/open?id=1CxtHZUjKSjapSQ-767DyxXqt4D6Xl-iz\nC.S AWS平台於AI應用之介紹\nC.L 依雲谷\nP 台大應力所\",P HQ,\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1w9-AmTkJTgn3JtNd3oh_xiF5OdRTC7mSNLTvWJIozAE/edit?usp=sharing\nC.S CNN Models\"\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 深度學習\nC.S 總結與問答\nC.L 李宏毅\nP 台大應力所\",\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1Lge2fZ6_gYLTojBea77x4vaWbRo26B02uDsclIcYafs/\nC.S 遷移學習實作\nC.L 李宏毅&教研處\nP HQ\",\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1w9-AmTkJTgn3JtNd3oh_xiF5OdRTC7mSNLTvWJIozAE/edit?usp=sharing\nC.S 電腦視覺應用\nC.L 林彥宇&教研處\nP HQ\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 深度學習\nMERGE\",\"P HQ\nMERGE\",\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1w9-AmTkJTgn3JtNd3oh_xiF5OdRTC7mSNLTvWJIozAE/edit?usp=sharing\nC.S 物件偵測實作\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,FREE,HAPPY,FREE\r\n,,,\r\n,*6/8 jock: 6/27改在台大應力所 (全天),,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2071,'1cabfec0c3edfb42faa78c427aabcabd_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=148172184','yes'),(2072,'04d4aa3b4daae09f92038e0a291b58b2','2018-07-16 04:13:27@DATE,2018/07/04,2018/07/06,2018/07/07\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 遷移學習與電腦視覺 #https://drive.google.com/file/d/1ZOS4__pBVCNbwbxdnvnJL8TRDTOyXgBD/view?usp=sharing\nC.S 總結與問答\nC.L 王鈺強\nP 生醫所B1C\",\"C 期中考 #https://drive.google.com/open?id=1zSY80XGAFIOzVTr0c6bwes066xU3tq6c679yy4d8BlY\nC.L 教研處\nP HQ\",\"C 期中考 #https://drive.google.com/open?id=1zSY80XGAFIOzVTr0c6bwes066xU3tq6c679yy4d8BlY\nC.L 教研處\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C 遷移學習與電腦視覺 #https://drive.google.com/file/d/1ZOS4__pBVCNbwbxdnvnJL8TRDTOyXgBD/view?usp=sharing,P HQ,P HQ\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1eMOhO_Qy_NAErYwYHrSpW52Uro17M4TFq8t0a6dpTS4/edit?usp=sharing\nC.S 遷移學習實作\nC.L 教研處\nP HQ\",P HQ,P HQ\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1YiXOSj9NGp01RCf5hk9xrMFZXVuJqUnw1hmoaD4_KJk/edit?usp=sharing\nC.S 電腦視覺實作\nC.L 教研處\r\nP HQ\nMERGE\",\"P HQ\nMERGE\",\"P HQ\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2073,'04d4aa3b4daae09f92038e0a291b58b2_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=435621840','yes'),(2074,'725b6ee0110487601960b0c375bd1eb9','2018-07-16 04:13:28@DATE,2018/07/11,2018/07/13,2018/07/14\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 遞迴神經網路 #https://drive.google.com/open?id=1E5yOokF7dWKm0h5p7zTNuzn5OukKZu7b_QRaot3Q9TQ\nC.S RNN簡介\nC.L 蔡炎龍&教研處\nP HQ\",\"C 遞迴神經網路 #https://docs.google.com/presentation/d/1X9rxoXe5Z847NDYAALjdnG1IUSGvFiaHdKEdHgme4x4/edit?usp=sharing\nC.L 蔡炎龍&教研處\nC.S Tesla_stock_predict 實作\nP HQ\",\"C 遞迴神經網路 #https://docs.google.com/presentation/d/1S-VHvxU30-l20pOcAw_hlXLoWo3IlQryG9xW1B_2w1k/edit?usp=sharing\nC.S 理論講授 初始化\nC.L 蔡炎龍&教研處\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C 遞迴神經網路 #https://drive.google.com/open?id=1E5yOokF7dWKm0h5p7zTNuzn5OukKZu7b_QRaot3Q9TQ\nC.S 基本RNN\",\"C 遞迴神經網路 #https://docs.google.com/presentation/d/1X9rxoXe5Z847NDYAALjdnG1IUSGvFiaHdKEdHgme4x4/edit?usp=sharing\nC.L 蔡炎龍&教研處\nC.S 理論講授與實作\nP HQ\",\"C 遞迴神經網路 #https://docs.google.com/presentation/d/1S-VHvxU30-l20pOcAw_hlXLoWo3IlQryG9xW1B_2w1k/edit?usp=sharing\nC.S Regularization、Optimizer、Batch Norm\"\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 遞迴神經網路 #https://drive.google.com/open?id=1E5yOokF7dWKm0h5p7zTNuzn5OukKZu7b_QRaot3Q9TQ\nC.S RNN的學習和問題\",\"C 遞迴神經網路 #https://docs.google.com/presentation/d/1X9rxoXe5Z847NDYAALjdnG1IUSGvFiaHdKEdHgme4x4/edit?usp=sharing\nC.L 蔡炎龍&教研處\nC.S Tesla_stock_predict_conv1d 實作\nP HQ\",\"C 遞迴神經網路 #https://docs.google.com/presentation/d/1S-VHvxU30-l20pOcAw_hlXLoWo3IlQryG9xW1B_2w1k/edit?usp=sharing\nC.S seq2seq實作\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 遞迴神經網路 #https://drive.google.com/open?id=1E5yOokF7dWKm0h5p7zTNuzn5OukKZu7b_QRaot3Q9TQ\nC.S Tensorflow MNIST實作\nMERGE\",\"C 遞迴神經網路 #https://docs.google.com/presentation/d/1X9rxoXe5Z847NDYAALjdnG1IUSGvFiaHdKEdHgme4x4/edit?usp=sharing\nC.L 蔡炎龍&教研處\nC.S 理論講授\nMERGE\",\"C 遞迴神經網路 #https://docs.google.com/presentation/d/1S-VHvxU30-l20pOcAw_hlXLoWo3IlQryG9xW1B_2w1k/edit?usp=sharing\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2075,'725b6ee0110487601960b0c375bd1eb9_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=1059678689','yes'),(2076,'d6fb96d38fc78bced659d79bc13b7635','2018-07-16 04:13:28@DATE,2018/07/18,2018/07/20,2018/07/21\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 期中考心得分享\nC.S PM2.5 & WhereAmI \nC.L 教研處\nP A1\",\"C 自然語言處理\nC.L 陳宜欣&教研處\nP HQ\",\"C 自然語言處理\nC.L 陳宜欣&教研處\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C 專題介紹\nC.S 期末專題\nC.L 教研處\nP A1\",C 自然語言處理,C 自然語言處理\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 遞迴神經網路\nC.S 總結與問答\nC.L 蘇黎\nP A1\",C 自然語言處理,C 自然語言處理\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"P A1\nMERGE\",\"C 自然語言處理\nMERGE\",\"C 自然語言處理\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,FREE,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2077,'d6fb96d38fc78bced659d79bc13b7635_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=784083674','yes'),(2078,'d0ccb9d518cc498614b47559fb881eb7','2018-07-16 04:13:29@DATE,2018/07/25,2018/07/27,2018/07/28\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 自然語言處理\nC.L 陳宜欣&教研處\nP HQ\",\"C 強化學習\nC.L  孫民&教研處\nP HQ\",\"C 強化學習\nC.L  孫民&教研處\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C 自然語言處理,C 強化學習,C 強化學習\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C.S 總結與問答\nC.L 陳宜欣\nP R0\",C 強化學習,C 強化學習\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"P R0\nMERGE\",\"C 強化學習\nMERGE\",\"C 強化學習\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,\"C 讀書會\nP HQ\",HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2079,'d0ccb9d518cc498614b47559fb881eb7_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=1695188336','yes'),(2080,'a1578eaffe8f7f774a341403c8563066','2018-07-16 04:13:29@DATE,2018/08/01,2018/08/03,2018/08/04\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 強化學習\nC.L  孫民&教研處\nP HQ\",\"C 強化學習\nC.L  孫民&教研處\nP HQ\",\"C 專題實作\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C 強化學習,C 強化學習,C 專題實作\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,C 強化學習,\"C.S 總結與問答\nC.L  孫民\nP R0\",C 專題實作\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 強化學習\nMERGE\",\"P R0\nMERGE\",\"C 專題實作\nMERGE 2\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2081,'a1578eaffe8f7f774a341403c8563066_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=1353674933','yes'),(2082,'175867d53d60c46a55e49a603dfe9f23','2018-07-16 04:13:30@DATE,2018/08/08,2018/08/10,2018/08/11\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C 專題實作,C 專題實作,C 專題實作\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,C 專題實作,C 專題實作,C 專題實作\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2083,'175867d53d60c46a55e49a603dfe9f23_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=1107569084','yes'),(2084,'87c355cb0c26df23bbf7721b4de0d396','2018-07-16 04:13:30@DATE,2018/08/15,2018/08/17,2018/08/18\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2085,'87c355cb0c26df23bbf7721b4de0d396_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=73024847','yes'),(2086,'08771a8cdce4fa0de22e35df7b574260','2018-07-16 04:13:31@DATE,2018/08/22,2018/08/24,2018/08/25\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2087,'08771a8cdce4fa0de22e35df7b574260_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=154493700','yes'),(2088,'c8b2f26064791153ccc1467ff86e83f6','2018-07-16 04:13:31@DATE,2018/08/29,2018/08/31,2018/09/02\r\nWEEKDAY,星期三,星期五,星期日\r\n09:30 - 10:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 結業式\nC.S \nC.L 教研處\nP R0\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C 專題實作\n\",\"C 專題實作\n\",C 結業式\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 專題實作\n\",\"C 專題實作\n\",C 結業式\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\",\"C 結業式\nMERGE 3\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(2089,'c8b2f26064791153ccc1467ff86e83f6_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1iKez0tYhpNBk_KZSTw8EbONe832sKnME2n5RcXh4ga8/export?format=csv&gid=529906474','yes'),(2104,'c580278df1bb82053740834094b2fbf4','2021-01-29 07:53:55@DATE,2018/05/12,2018/05/19,2018/05/26,2018/06/02,2018/06/09\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"VA 開學典禮\nC.S \nC.L 教研處\nP R0\nMERGE 11\",\"C 統計與資料分析 #https://drive.google.com/open?id=1IpxzwKGXHVO8jdTJpVOZloDxORQBs4Ci\nC.S 敘述性統計與機率分布\nC.L 吳漢銘\nP R0\",\"C 機器學習與演算法概論 #https://drive.google.com/file/d/18jH2oODJI6I9mONZDTxfPu7GfbpKdiu3/view?usp=sharing\nC.S 機器學習概論\nC.L 陳彥呈\nP A0\",\"C 深度學習入門 #https://drive.google.com/file/d/1bLNYgHbw4r0wyPUGet9pOsFYHAZVCQdd/view?usp=sharing\nC.S AI 不過就是問個好問題\nC.L 蔡炎龍\nP A0\n\n\",\"C 手把手資料分析-課程資料 #https://drive.google.com/file/d/1J9fu2h9DKIU4XsoB73LK84eWGXIAp-wN/view?usp=sharing\nC.S Python環境建置\nC.L 郭東諭\nP R0\"\r\n10:30 - 10:50,,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,,C.S 參數估計與假設檢定,C.S 非監督式學習方法,C.S 神經網路到底是什麼,\"C 手把手資料分析-上 #https://drive.google.com/open?id=11gzB7j-AqOM-ER2WWP8DKTkmhPvxkwoB\nC.S Python基本語法\nP R0\"\r\n12:20 - 13:40,,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,,C.S 資料處理方法,C.S 監督式學習方法,C.S 超展開的 GAN,\"C 手把手資料分析-下 #https://drive.google.com/open?id=1keeEJ5qCTiX2hYK_cHdDhlPJ92KZyN-4\nC.S 資料分析\nC.L 蔡育儒\nP R0\"\r\n14:40 - 15:00,,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,,\"C.S 探索式資料分析\r\n統計圖表\",C.S 學習理論、泛化與特徵重要性,C.S 強化學習和 AI 心法,\"C.S 案例實作\nP R0\"\r\n16:30 - 17:00,,QA,QA,QA,QA\r\n17:00 - 17:30,,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,,\"C 專題演講 I #https://drive.google.com/file/d/1biOdjH_S5aEOtybrlyfO01m2jdbz2C15/view?usp=sharing\nC.S 從公共議題談資料科學專題的執行挑戰\nC.L 謝宗震 | DSP智庫驅動\",\"C 專題演講 I #https://drive.google.com/file/d/11qKvBVrOChVEx8xY86BmOMvPRVkPIJed/view?usp=sharing\nC.S 資料競賽的現實面\nC.L 曾凱聲\",\"C 專題演講 I #https://drive.google.com/file/d/1rs7XzfvIS2DgaoRWvFC-cSSU-zvCrLDu/view?usp=sharing\nC.S 機器學習的傲慢與偏見\nC.L 黃從仁\",\"C 專題演講 I #https://drive.google.com/file/d/1MqxYvnOfAnXwrGy0PELCLOyAsbv9We17/view?usp=sharing\nC.S 這話能信嗎？內隱測量與社群語言資料之應用\nC.L 張仁和\"\r\n18:15 - 19:00,,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1DQLBUs1w6pnGeBAEn42Gdpw8nWefoRS1/view?usp=sharing\nC.S ASAP 比價嗶嗶鳥爬蟲的秘辛與其他電商資料分析案例分享\nC.L 崔殷豪 | \n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1wCjjFO50ON5de1RutSkCZGEClTLmNXOU/view?usp=sharing\nC.S 人工智慧 X 行為分析 X 智慧城市\nC.L 闕嘉宏\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1zwngV9mvH6L-w6ZRJHqZHQoWmuW_lj8k/view?usp=sharing\nC.S 網路購書大數據－給出版者的洞察分析\nC.L 陳昇瑋 | 中央研究院\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1Y4SpDlTu3rCJKe-OtDdDf3_hOJRGz0kg/view?usp=sharing\nC.S Practical AI\nC.L 張佳彥 \n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(2105,'c580278df1bb82053740834094b2fbf4_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1I4OWZJ9DOIyxqZVFYWz2lMkumiaeeNvxHwOJA-43UNA/export?format=csv&gid=466756657','yes'),(2106,'3c0c4368f8a0668bbd8d3a400f834289','2021-01-29 07:53:56@DATE,2018/06/23,2018/06/30,2018/07/07,2018/07/14,2018/07/21\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 電腦視覺 #https://drive.google.com/file/d/1SwqKSsJO3ui5s2KoIIilRg6c538NaXc9/view?usp=sharing\nC.S CNN 原理簡介\nC.L 林彥宇\nP 中研院生醫所\",\"C 推薦系統 & 聊天機器人(一) #https://drive.google.com/file/d/18cD4PfM6Bsnk0nfdn6SJsjFq8PpGSGid/view?usp=sharing\nC.S 關聯式推薦\nC.L 蔡銘峰 \nP 中研院生醫所\n\",\"C 文字探勘與自然語言處理 #https://drive.google.com/file/d/18LWofQcI5XNh3d_tIR6QoTrk3EuFusCA/view?usp=sharing\nC.S 文字能挖出什麼有價值的資訊\nC.L 陳宜欣 | 清華大學資工系\nP R0\n\n\",\"C 手把手的機器學習 #https://drive.google.com/file/d/0B2bv384noEPdMG5jMnpYTHdiOVVQb2F6VmxmUmUtdG9JSktN/view?usp=sharing\nC.L 劉翼傑 | 台灣人工智慧學校\nP R0\",\"C 語音與音樂訊號處理 #https://drive.google.com/file/d/1LCl8A_c3FV7tmQjyZPHfIjcwOdxQFBj4/view?usp=sharing\nC.S 音樂創作X人工智慧\nC.L 蘇黎 | 中央研究院資訊科學研究所\nP R0\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,C.S 代表性 CNN 模型,\"C.S 內容推薦\nC.L 蔡銘峰\",C.S 如何進行文字探勘,P R0,C.L 蘇黎 | 中央研究院資訊科學研究所\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,C.S CNN 於電腦視覺之應用與實際案例,\"C 推薦系統 & 聊天機器人(二) #https://drive.google.com/file/d/17M7GfqqDvcliGUjIiaNL_nKI4lBlMS97/view?usp=sharing\nC.S 對話系統\nC.L 陳縕儂\",C.S 文字探勘與自然語言處理的實務應用,\"C 手把手的機器學習 #https://drive.google.com/file/d/0B2bv384noEPdMG5jMnpYTHdiOVVQb2F6VmxmUmUtdG9JSktN/view?usp=sharing\nC.L 陳明佑 | 台灣人工智慧學校\nP R0\",\"C 語音訊號處理 #https://drive.google.com/open?id=1Lq6a1S99uSjzaIbbZY0spbWr6NRvJOau\nC.S Speech Signal Processing\nC.L 曹昱 | 中央研究院資創中心\"\r\n14:40 - 15:00,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,C.S,C.S 深度學習對話系統,C.S ,P R0,P R0\r\n16:30 - 17:00,QA,QA,QA,QA,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/file/d/1zJQ9KApvOK1o9Su7_yj9cM8oHYMjJfnn/view?usp=sharing\nC.S 人工智慧的創新價值 - 華碩 Zenbo、開發者計畫與企業應用\nC.L 羅仕翔 | 華碩\",\"C 專題演講 I #https://drive.google.com/file/d/1x62Wzc4MEoP-OR2O9WUDqJqmCPvYIvUf/view?usp=sharing\nC.S Evolution of Recommendation System in KKBOX\nC.L  陳怡安 | KKbox\",\"C 專題演講 I #https://drive.google.com/file/d/1VlGhgl0Yl2b16Ia-ZvpUU-zW0SHsWyFX/view?usp=sharing\nC.S 從 Google 到全世界：如何加速人工智慧研究與產品應用\nC.L 鄭恆之(Heng-Tze Cheng) | Google Brain\",\"C 專題演講 I\nC.S Recent Advances in Deep Transfer Learning and Its Applications\nC.L 王鈺強 | 台大電機系\",\"C 專題演講 #https://drive.google.com/file/d/1ns0wm4dXNUpvmQcpQ28NH0TwWLM0nE3A/view?usp=sharing\nC.S From Music Emotion Recognition to Music Video Generation\nC.L 王新民 | 中央研究院資訊科學研究所\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1AfCWoIZTwJjYWlrd9_SdWV4EBH-EdSJH/view?usp=sharing\nC.S 人工智能在人力資源 管理上的應用 AI in HR\nC.L 孫弘岳 | 台師大科技應用與人力資源發展系\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1w2r0xkyxz0wtDxFM0eMMxiZ6b8l4kyFt/view?usp=sharing\nC.S Deep Learning for Computational Photography and Computer Vision.\nC.L 莊永裕 | 台大資訊系\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1KvjVGybiVsPpclI4lQ5KzZDsIls5MWH1/view?usp=sharing\nC.S Machine learning applied in detecting email threat\nC.L 陳冠良 | 趨勢科技\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1PX3kjQcDgfifRwGQBnrVKPGnaap_XlpO/view?usp=sharing\nC.S AIOT 人工智慧在物聯網的應用與商機\nC.L 裴有恆 | 昱創企業顧問\n\",\"C 專題演講 #https://docs.google.com/presentation/d/1pm5UDqAc9YiBERi7Ov55Dh9-mCR8FK9xk6DPefxAuFk/edit?usp=sharing\nC.S 使用少量標記資料訓練聊天機器人的意圖判斷器\nC.L 朱柏憲 | 優拓資訊\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(2107,'3c0c4368f8a0668bbd8d3a400f834289_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1I4OWZJ9DOIyxqZVFYWz2lMkumiaeeNvxHwOJA-43UNA/export?format=csv&gid=74872021','yes'),(2108,'3a6c5767ea50e45d29117e025b3f3b06','2021-01-29 07:53:57@DATE,2018/07/28,2018/08/04,2018/08/11,2018/08/18,2018/08/25\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 社群媒體與社交網路分析 #https://drive.google.com/file/d/1fU4yYhkneoOlcv0e4caeMoy2Oi8IWbvZ/view?usp=sharing\nC.S 社群分析可以為組織帶來什麼好處?\nC.L 胡筱薇 | 東吳大學巨量資料管理學院\nP A0\n\",\"C 人工智慧的金融應用 #https://drive.google.com/file/d/1ExWn9voWKX_V39uKM1i6JU5BP2Kj776f/view?usp=sharing\nC.S \nC.L 吳牧恩 | 北科大資訊與財金管理系\nP A0\n\",\"C 手把手的深度學習 #https://drive.google.com/file/d/1GIMcFqJq_NnIPf58MBKr_igH3NS9NVie/view?usp=sharing  \nC.S \nC.L 顏宏達 | 台灣人工智慧學校\nP R0\n\",\"C 深度學習在實作上的各種挑戰與困難 #https://docs.google.com/presentation/d/1j-ok-HrOAcjfJ8ncDjojJhnj9O-xVsmOXH5dPfT0GOI/edit#slide=id.p\nC.S \nC.L 魏澤人 | 東華大學應用數學系\nP A0\n\",\"C 人工智慧開發環境建置 #https://drive.google.com/open?id=1S97aIrNFUu-bDS3dDSPR6CrlcyVZnu37    \nC.L 陳維超 | 台大資工所 \nP R0\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,C.S 社群數據分析分享,\"C.S  \n\",C.S ,C.S ,C.S 從今天起打造第一支人工智慧團隊\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,P A0,\"C 人工智慧的金融應用 #https://drive.google.com/file/d/1D6ACoB4Y0nvs-XgcjJmiVexd-t08nynK/view?usp=sharing\nC.L 楊立偉  | 台大工商管理系與商學研究所\",C.S ,\"C 人工智慧開發環境建置 #https://drive.google.com/open?id=1ujyXY03ylltT816r2uAWu0dfsZA1TYqm\nC.L 高嘉良 | 自由軟體程式設計師\",\"C 在引入 AI 之前，企業必須知道的資料分析與機器學習實務 #https://drive.google.com/file/d/1WuXUvqfPnVjdGVStZC-SpgJd7vKP6Vk1/view?usp=sharing\nC.L 許懷中 | 逢甲大學資工系\"\r\n14:40 - 15:00,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,P A0,C.S ,C.S ,C.S ,\"C.S\n\"\r\n16:30 - 17:00,QA,QA,QA,QA,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,\"C 專題演講 I\nC.S 透過 AI 建立溝通信任與效率​\nC.L 郭建甫和沈揚棋 | Gogolook\",\"C 專題演講 I #https://drive.google.com/file/d/1_T6lXNJJ6IKwRChhEvlOE7tPrHBJgT3g/view?usp=sharing\nC.S 人工智慧與財務分析\nC.L 王淳恆 | 沐恩生醫\",\"C 專題演講 I\nC.S 主觀資訊的探勘與產業應用\nC.L 古倫維 | 中央研究院資訊科學研究所 \",\"C 專題演講 I\nC.S 機器學習用於製造與行銷的案例分享\nC.L 張智星 | 台大資工系\",\"C 專題演講 I #https://drive.google.com/file/d/1yxHoKTIQV60TU9yu4zoxkHulJrtSrb5g/view?usp=sharing\nC.S 必也正名乎？ - 由資料工程談資料科學\nC.L 宋政隆 | 中國信託銀行\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1s9MoMxqI77OXALBwZCO9n7VaOEiIKT7y/view?usp=sharing\nC.S 決戰輿情大數據 - 駕馭選舉新利器\nC.L 丘祐瑋 | 大數軟體\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1GObRiplYnGMHx_9BDYlOqzgmIC8gI9eZ/view?usp=sharing\nC.S AI 跟公司內部舞弊調查\nC.L 曾韵 | 勤業眾信集團\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1fGJNRbqMZ2bhgeWRHWsevuY591i1hO9K/view?usp=sharing\nC.S Behavior Computing for Personality and Emotion Recognition\nC.L 李祈均 | 清大電機系\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=13LAjBoXsuQC0M8DhDRvTfktMsRirzaPq\nC.S AI system builds up \nC.L 張智凱 | 無敵科技\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1D4F5LZpnumYEbR4_h2FEh5CIiH5BPerv/view?usp=sharing\nC.S 各產業如何正確選擇AI建置解決方案 \nC.L 沈守宥 |  麗臺科技\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(2109,'3a6c5767ea50e45d29117e025b3f3b06_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1I4OWZJ9DOIyxqZVFYWz2lMkumiaeeNvxHwOJA-43UNA/export?format=csv&gid=1728195723','yes'),(2234,'001b346d0d9cb72c4760a34499e2ae3f','2021-01-29 07:53:58@DATE,2018/09/02\r\nWEEKDAY,星期日\r\n09:30 - 10:30,\"C 結業典禮\nC.L 教研處\nP R0\"\r\n10:30 - 10:50,BREAK\r\n10:50 - 12:20,\"P R0\n\"\r\n12:20 - 13:40,LUNCH\r\n13:40 - 14:40,\"C.S 成果發表\n\"\r\n14:40 - 15:00,BREAK\r\n15:00 - 16:30,\"P R0\nMERGE 3\"\r\n16:30 - 17:00,\r\n17:00 - 17:30,\r\n17:30 - 18:15,\"C &nbsp;\nP &nbsp;\nMERGE 2\"\r\n18:15 - 19:00,\r\n,\r\n,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\"','yes'),(2235,'001b346d0d9cb72c4760a34499e2ae3f_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1I4OWZJ9DOIyxqZVFYWz2lMkumiaeeNvxHwOJA-43UNA/export?format=csv&gid=1100320366','yes'),(2422,'factory_notices_closed','a:1:{s:24:\"imgevr-offer-to-purchase\";a:2:{s:5:\"never\";b:0;s:4:\"time\";i:1527664226;}}','yes'),(3140,'7178e84e0949a19e9d280e359db970dd','2018-07-16 02:54:09@DATE,2018/07/24,2018/07/26,2018/07/28\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 環境／規則介紹 \nC.L Richie\nP A0\n\",\"C 機率、統計與R語言 #https://docs.google.com/presentation/d/1r25FmI2WA9-W4TOD2kv1_cei4fn4gtCRgdUVXlUmye0/edit#slide=id.p4\nC.S 敘述統計&機率分佈\nC.L 吳漢銘&教研處\nP HQ\",\"C 機率、統計與R語言 #https://docs.google.com/presentation/d/1OwUKgp9eJeXxLDb3RX5AFx1N_iCvLu5XDNCaGvdjVqM/edit#slide=id.p5\nC.S 平滑方法\nC.L 吳漢銘&教研處\nP HQ\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,\"C R語言簡介 #https://docs.google.com/presentation/d/1SelhPwz4jdRELWoeCSR1B3j9HJzoqJqaWIdudjMkZVA/edit#slide=id.g39ee4a9773_1_81\nC.L 教研處\",\"C.S 參數估計&假設檢定\nP HQ\",\"C.S 缺失值處理\nP HQ\"\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,P HQ,\"C.S 無母數統計\nP HQ\",\"C.S 資料轉換\nP HQ\"\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,MERGE,MERGE,\"C.S 重抽法則\nMERGE\"\r\n,P HQ,P HQ,P HQ\r\n17:30 - 18:00,QA,HAPPY,QA\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3141,'7178e84e0949a19e9d280e359db970dd_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=430395366','yes'),(3142,'5d99b1c269a4118e6b06eee526370e77','2018-07-16 02:54:10@DATE,2018/07/31,2018/08/02,2018/08/04\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 機率、統計與R語言 #https://docs.google.com/presentation/d/1jAxJgmjrXqqwwFcoz2J4sLO9RYt0tQ5rYQ1YmpRqCkU/edit#slide=id.p1\nC.S 探索式資料分析&資料視覺化\nC.L 吳漢銘&教研處\nP HQ\",\"C 統計應用實務分享&QA #https://drive.google.com/open?id=1Weo2lb-lHsulJfcyVVjco1G_5OI_QDBd\nC.S 總結與問答\nC.L 吳漢銘\nP R0\",\"C Python 資料處理 #https://docs.google.com/presentation/d/1qYKCkUkfJlEUxDcTxTqTAWNgcBwcDmjVNSUkLTdnvR0\nC.S Numpy\nC.L 教研處\nP HQ\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,P HQ,P R0,C.S Pandas & Matplotlib\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,\"C Python 快速上手 #https://docs.google.com/presentation/d/1CY9kPJc78iUhWKTW56ofyGdxf07lmm3udn9yhtO1Ao4/edit#slide=id.p1\nC.S 環境建置與使用&基礎語法\nC.L 教研處\nP HQ\",\"C Python 程式設計 #https://docs.google.com/presentation/d/1CY9kPJc78iUhWKTW56ofyGdxf07lmm3udn9yhtO1Ao4/edit#slide=id.p77\nC.S 函式&生成器\nC.L 教研處\nP HQ\",C.S Pandas & Matplotlib\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"C.S 資料結構&流程控制\nP HQ\nMERGE\",\"C.S 正規表示式&類別\nP HQ\nMERGE\",\"C.S Pandas & Matplotlib\nMERGE\"\r\n,,,\r\n17:30 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,*5/18 updated,*5/17 updated,*5/18 updated\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3143,'5d99b1c269a4118e6b06eee526370e77_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=607827501','yes'),(3144,'ec8369fd0f2ecfad63d7f98d286350d4','2018-07-16 02:54:10@DATE,2018/08/07,2018/08/09,2018/08/11\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C Python 爬蟲 #https://drive.google.com/open?id=1bZlc4DnHnFNcyEj2QZV5ZLocY2oLBvEdCiLbaKonN_Q\nC.S 網頁初探與爬取\nC.L 教研處\nP HQ\",\"C 機器學習基礎與演算法 #https://drive.google.com/open?id=1iYFazirHzvNHbB-ii0jCY_jwa13kkqs9vNJRpnfDIjA\nC.S 人工智慧與迴歸概論\nC.L 李宏毅 & 教研處\nP HQ\",\"C 機器學習基礎與演算法 #https://drive.google.com/open?id=1vPEXEusGA2Ym-diI2yGatWqUqhW0WBKhWeD6-hrGtBA\nC.S 迴歸演算法\nC.L 李宏毅&教研處\nP HQ\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,\"C Python 爬蟲 #https://drive.google.com/open?id=1bZlc4DnHnFNcyEj2QZV5ZLocY2oLBvEdCiLbaKonN_Q\nC.S Get / Post 與 BeautifulSoup\",\"C 機器學習基礎與演算法 #https://drive.google.com/open?id=1iYFazirHzvNHbB-ii0jCY_jwa13kkqs9vNJRpnfDIjA\nC.S 機器學習基礎流程\n\",C.S 迴歸演算法\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,\"C Python 爬蟲 #https://drive.google.com/open?id=1bZlc4DnHnFNcyEj2QZV5ZLocY2oLBvEdCiLbaKonN_Q\nC.S 圖片爬蟲與檔案爬蟲\",\"C 機器學習基礎與演算法 #https://drive.google.com/open?id=1iYFazirHzvNHbB-ii0jCY_jwa13kkqs9vNJRpnfDIjA\nC.S 機器學習基礎流程\",\"C.S 分類演算法\n\"\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"C.S Facebook API爬蟲\nMERGE\",\"C 機器學習基礎與演算法 #https://drive.google.com/open?id=1iYFazirHzvNHbB-ii0jCY_jwa13kkqs9vNJRpnfDIjA\nC.S 權重正則化\nMERGE\",\"C.S 分類演算法\nMERGE\n\"\r\n,,,\r\n17:30 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,\r\n符號說明,,,','yes'),(3145,'ec8369fd0f2ecfad63d7f98d286350d4_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=1188519787','yes'),(3146,'0f915db1774dfe80c37e44d5da78736a','2018-07-16 02:54:11@DATE,2018/08/14,2018/08/16,2018/08/18\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 機器學習基礎與演算法 #https://drive.google.com/open?id=1AlX9yGu3_nUJ8I7a1NDs2rHLER0ZU-6MrN2bLj3PY-A\nC.S 監督式學習: SVM\nC.L 李宏毅&教研處\nP HQ\",\"C 機器學習基礎與演算法\nC.S 總結與問答\nC.L 李宏毅\nP A1\",\"C Kaggle 實戰 #https://drive.google.com/open?id=1hUsN9nYwCMIQ3bV9F5tMzDNZmOEDxy2AlvxpwycY68A\nC.S 概論與預處理\nC.L 教研處\nP HQ\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,C.S 參數選取,P A1,C.S 特徵工程\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,C.S 泛化能力與集成學習,\"C 機器學習基礎與演算法 #https://docs.google.com/presentation/d/1sMwnAFOJE724HOvhbQ_aDSMnp58Cvbs8dEM3GYzHh7w/edit?usp=sharing \nC.S 非監督式學習 \nC.L 教研處 \nP HQ\",\"C.S 特徵工程\nC.L 教研處\nP HQ\"\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"C.S 決策樹及隨機森林與GBM\nMERGE\n\",\"C 機器學習基礎與演算法 #https://docs.google.com/presentation/d/1sMwnAFOJE724HOvhbQ_aDSMnp58Cvbs8dEM3GYzHh7w/edit?usp=sharing\r\nC.S 維度縮減: PCA\r\nC.L 教研處\nMERGE\",\"C.S 模型驗證與實戰\nC.L 教研處\nP HQ\nMERGE\"\r\n,P HQ,,\r\n17:30 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,*5/15 EJ:李老師今天只有早上有空.(上課地點要確認),\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3147,'0f915db1774dfe80c37e44d5da78736a_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=1748678936','yes'),(3148,'0ad37e30af4e7c283cfaec8bfd9c9321','2018-07-16 02:54:12@DATE,2018/08/21,2018/08/23,2018/08/25\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 深度學習理論入門 #https://drive.google.com/open?id=1NoSTbUClvZIsg2hBz3tnjglddCdtVEOj75nOXKelTZ8\nC.S 深度學習簡介\nC.L 李宏毅&教研處\nP HQ\",\"C 深度學習 - TensorFlow #https://drive.google.com/open?id=1off7xfE70cDnQr7EZjacixhvlXrgIhkeT5LEaGkJEdQ\nC.S 基礎語法與概念\nC.L 李宏毅&教研處\nP HQ\",\"VA 端午節\nMERGE 9\"\r\n11:20 - 13:00,LUNCH,LUNCH,\r\n13:00 - 14:00,C.S 梯度下降法,\"C 深度學習 - TensorFlow #https://drive.google.com/open?id=1off7xfE70cDnQr7EZjacixhvlXrgIhkeT5LEaGkJEdQ\n\",\r\n14:00 - 14:10,BREAK,BREAK,\r\n14:10 - 15:40,C.S 反向傳播,\"C 深度學習 - TensorFlow #https://drive.google.com/open?id=1off7xfE70cDnQr7EZjacixhvlXrgIhkeT5LEaGkJEdQ\n\nC.S 多層感知器與範例\",\r\n15:40 - 16:00,BREAK,BREAK,\r\n16:00 - 17:30,\"C.S 隨機梯度下降法\nMERGE\",\"C 深度學習 - TensorFlow #https://drive.google.com/open?id=1off7xfE70cDnQr7EZjacixhvlXrgIhkeT5LEaGkJEdQ\nMERGE\",\r\n,P HQ,P HQ,\r\n17:30 - 18:00,C 讀書會,HAPPY,\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3149,'0ad37e30af4e7c283cfaec8bfd9c9321_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=1376149514','yes'),(3150,'12ab0e2a867fc74825db8bb5f08de2b4','2018-07-16 02:54:12@DATE,2018/08/28,2018/08/30,2018/09/01\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 深度學習 - TensorFlow #https://drive.google.com/open?id=1zTcTHd9iZnUupfxdbK1jJTcwbTTJgx1A76cDtT5iAx8\nC.S Tips for Training\nC.L 李宏毅&教研處\nP HQ\",\"C 深度學習 #https://drive.google.com/open?id=1oyTHt342_PQjDapeZbgdSWydYJODKFQ2PrNFHPP2rrw\nC.S 卷積神經網路\nC.L 李宏毅&教研處\nP HQ\",\"C 深度學習 #https://drive.google.com/open?id=1vpa0Zy6zrZ5yHm1Tr3WoZnhoeFF-tSHgBeLq83ipGrs\nC.S 綜合練習\nC.L 李宏毅&教研處\nP HQ\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,P HQ,C 深度學習 #https://drive.google.com/open?id=1oyTHt342_PQjDapeZbgdSWydYJODKFQ2PrNFHPP2rrw,\"C 深度學習 #https://drive.google.com/open?id=1vpa0Zy6zrZ5yHm1Tr3WoZnhoeFF-tSHgBeLq83ipGrs\n\"\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,C.S Overfitting,C 深度學習 #https://drive.google.com/open?id=1oyTHt342_PQjDapeZbgdSWydYJODKFQ2PrNFHPP2rrw,\"C 深度學習 #https://drive.google.com/open?id=1vpa0Zy6zrZ5yHm1Tr3WoZnhoeFF-tSHgBeLq83ipGrs\n\n\"\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"C.S Callbacks\nMERGE\",\"C 深度學習 #https://drive.google.com/open?id=1oyTHt342_PQjDapeZbgdSWydYJODKFQ2PrNFHPP2rrw\nMERGE\",\"C 深度學習 #https://drive.google.com/open?id=1vpa0Zy6zrZ5yHm1Tr3WoZnhoeFF-tSHgBeLq83ipGrs\nMERGE\"\r\n,,,\r\n17:30 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3151,'12ab0e2a867fc74825db8bb5f08de2b4_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=1754712566','yes'),(3152,'537b4a8241ef8798f3258564781973ae','2018-07-16 02:54:13@DATE,2018/09/04,2018/09/06,2018/09/08\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 專題演講 #https://drive.google.com/open?id=1IS3TlxVAAl_g4sr_Ig3MhLWeQiRk02qe\nC.S Hub server建置與管理\nC.L 高嘉良\nP 台大應力所\",\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1Lge2fZ6_gYLTojBea77x4vaWbRo26B02uDsclIcYafs/\nC.S Model Fine-tuning\nC.L 李宏毅&教研處\nP HQ\",\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1w9-AmTkJTgn3JtNd3oh_xiF5OdRTC7mSNLTvWJIozAE/edit?usp=sharing\nC.S 電腦視覺簡介\nC.L 林彥宇&教研處\nP HQ\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,\"C 專題演講 #https://drive.google.com/open?id=1CxtHZUjKSjapSQ-767DyxXqt4D6Xl-iz\nC.S AWS平台於AI應用之介紹\nC.L 依雲谷\nP 台大應力所\",P HQ,\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1w9-AmTkJTgn3JtNd3oh_xiF5OdRTC7mSNLTvWJIozAE/edit?usp=sharing\nC.S CNN Models\"\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,\"C 深度學習\nC.S 總結與問答\nC.L 李宏毅\nP 台大應力所\",\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1Lge2fZ6_gYLTojBea77x4vaWbRo26B02uDsclIcYafs/\nC.S 遷移學習實作\nC.L 李宏毅&教研處\nP HQ\",\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1w9-AmTkJTgn3JtNd3oh_xiF5OdRTC7mSNLTvWJIozAE/edit?usp=sharing\nC.S 電腦視覺應用\nC.L 林彥宇&教研處\nP HQ\"\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"C 深度學習\nMERGE\",\"P HQ\nMERGE\",\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1w9-AmTkJTgn3JtNd3oh_xiF5OdRTC7mSNLTvWJIozAE/edit?usp=sharing\nC.S 物件偵測實作\nMERGE\"\r\n,,,\r\n17:30 - 18:00,FREE,HAPPY,FREE\r\n,,,\r\n,*6/8 jock: 6/27改在台大應力所 (全天),,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3153,'537b4a8241ef8798f3258564781973ae_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=148172184','yes'),(3154,'ae7d9ab7653a0b89462d58e0c250bd5b','2018-07-16 02:54:14@DATE,2018/09/11,2018/09/13,2018/09/15\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 遷移學習與電腦視覺 #https://drive.google.com/file/d/1ZOS4__pBVCNbwbxdnvnJL8TRDTOyXgBD/view?usp=sharing\nC.S 總結與問答\nC.L 王鈺強\nP 生醫所B1C\",\"C 期中考 #https://drive.google.com/open?id=1zSY80XGAFIOzVTr0c6bwes066xU3tq6c679yy4d8BlY\nC.L 教研處\nP HQ\",\"C 期中考 #https://drive.google.com/open?id=1zSY80XGAFIOzVTr0c6bwes066xU3tq6c679yy4d8BlY\nC.L 教研處\nP HQ\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,C 遷移學習與電腦視覺 #https://drive.google.com/file/d/1ZOS4__pBVCNbwbxdnvnJL8TRDTOyXgBD/view?usp=sharing,P HQ,P HQ\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1eMOhO_Qy_NAErYwYHrSpW52Uro17M4TFq8t0a6dpTS4/edit?usp=sharing\nC.S 遷移學習實作\nC.L 教研處\nP HQ\",P HQ,P HQ\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"C 遷移學習與電腦視覺 #https://docs.google.com/presentation/d/1YiXOSj9NGp01RCf5hk9xrMFZXVuJqUnw1hmoaD4_KJk/edit?usp=sharing\nC.S 電腦視覺實作\nC.L 教研處\r\nP HQ\nMERGE\",\"P HQ\nMERGE\",\"P HQ\nMERGE\"\r\n,,,\r\n17:30 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3155,'ae7d9ab7653a0b89462d58e0c250bd5b_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=435621840','yes'),(3156,'c059262c603c8ba6441f6be3cb658663','2018-07-16 02:54:14@DATE,2018/09/18,2018/09/20,2018/09/22\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 遞迴神經網路\nC.L 蔡炎龍&教研處\nP HQ\",\"C 遞迴神經網路\nC.L 蔡炎龍&教研處\nP HQ\",\"C 遞迴神經網路\nC.L 蔡炎龍&教研處\nP HQ\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,C 遞迴神經網路,C 遞迴神經網路,C 遞迴神經網路\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,C 遞迴神經網路,C 遞迴神經網路,C 遞迴神經網路\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"C 遞迴神經網路\nMERGE\",\"C 遞迴神經網路\nMERGE\",\"C 遞迴神經網路\nMERGE\"\r\n,,,\r\n17:30 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3157,'c059262c603c8ba6441f6be3cb658663_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=1059678689','yes'),(3158,'793038a162c2a20ae65bc9bea52411ac','2018-07-16 02:54:15@DATE,2018/09/25,2018/09/27,2018/09/29\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 專題介紹\nC.L 教研處\nP HQ\",\"C 自然語言處理\nC.L 陳宜欣&教研處\nP HQ\",\"C 自然語言處理\nC.L 陳宜欣&教研處\nP HQ\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,P HQ,C 自然語言處理,C 自然語言處理\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,\"C 遞迴神經網路\nC.S 總結與問答\nC.L 蘇黎\nP A1\",C 自然語言處理,C 自然語言處理\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"P A1\nMERGE\",\"C 自然語言處理\nMERGE\",\"C 自然語言處理\nMERGE\"\r\n,,,\r\n17:30 - 18:00,\"C 讀書會\nP HQ\",HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3159,'793038a162c2a20ae65bc9bea52411ac_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=784083674','yes'),(3160,'d675ca9381d609998aafffb05f0f7d33','2018-07-16 02:54:15@DATE,2018/10/02,2018/10/04,2018/10/06\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 自然語言處理\nC.L 陳宜欣&教研處\nP HQ\",\"C 強化學習\nC.L  孫民&教研處\nP HQ\",\"C 強化學習\nC.L  孫民&教研處\nP HQ\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,C 自然語言處理,C 強化學習,C 強化學習\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,\"C.S 總結與問答\nC.L 陳宜欣\nP R0\",C 強化學習,C 強化學習\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"P R0\nMERGE\",\"C 強化學習\nMERGE\",\"C 強化學習\nMERGE\"\r\n,,,\r\n17:30 - 18:00,\"C 讀書會\nP HQ\",HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3161,'d675ca9381d609998aafffb05f0f7d33_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=1695188336','yes'),(3162,'dd700607ca00016d4469a817d54cb0a6','2018-07-16 02:54:16@DATE,2018/10/09,2018/10/11,2018/10/13\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 強化學習\nC.L  孫民&教研處\nP HQ\",\"C 強化學習\nC.L  孫民&教研處\nP HQ\",\"C 專題實作\n\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,C 強化學習,C 強化學習,C 專題實作\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,C 強化學習,\"C.S 總結與問答\nC.L  孫民\nP R0\",C 專題實作\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"C 強化學習\nMERGE\",\"P R0\nMERGE\",\"C 專題實作\nMERGE 2\"\r\n,,,\r\n17:30 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3163,'dd700607ca00016d4469a817d54cb0a6_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=1353674933','yes'),(3164,'674ec215cba251fb89465a25e3d9d5b0','2018-07-16 02:54:17@DATE,2018/10/16,2018/10/18,2018/10/20\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,C 專題實作,C 專題實作,C 專題實作\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,C 專題實作,C 專題實作,C 專題實作\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\"\r\n,,,\r\n17:30 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3165,'674ec215cba251fb89465a25e3d9d5b0_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=1107569084','yes'),(3166,'ba7b3a360c190d01d5a53286af1adc94','2018-07-16 02:54:18@DATE,2018/10/23,2018/10/25,2018/10/27\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\"\r\n,,,\r\n17:30 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3167,'ba7b3a360c190d01d5a53286af1adc94_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=73024847','yes'),(3168,'f20f2011318cf5dcd3a9c90bea1cb845','2018-07-16 02:54:18@DATE,2018/10/30,2018/11/01,2018/11/03\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\"\r\n,,,\r\n17:30 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3169,'f20f2011318cf5dcd3a9c90bea1cb845_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=154493700','yes'),(3170,'e601070e1480a7497ad596625e158acb','2018-07-16 02:54:19@DATE,2018/11/06,2018/11/08,2018/11/10\r\nWEEKDAY,星期二,星期四,星期六\r\n09:30 - 11:20,\"C 專題實作\n\",\"C 專題實作\n\",\"C 結業式\nC.S \nC.L 教研處\nP R0\"\r\n11:20 - 13:00,LUNCH,LUNCH,LUNCH\r\n13:00 - 14:00,\"C 專題實作\n\",\"C 專題實作\n\",C 結業式\r\n14:00 - 14:10,BREAK,BREAK,BREAK\r\n14:10 - 15:40,\"C 專題實作\n\",\"C 專題實作\n\",C 結業式\r\n15:40 - 16:00,BREAK,BREAK,BREAK\r\n16:00 - 17:30,\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\",\"C 結業式\nMERGE 3\"\r\n,,,\r\n17:30 - 18:00,C 讀書會,HAPPY,\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3171,'e601070e1480a7497ad596625e158acb_before_md5','getHtml::https://docs.google.com/spreadsheets/d/18iyOe3Ikvgp4zgAvEz0YyOUi5moB85oXf12GNTGW2rQ/export?format=csv&gid=529906474','yes'),(3172,'a5e12d240ea2ef29a5dff5b3597de016','2018-07-14 00:49:01@DATE,2018/08/22,2018/08/24,2018/08/25\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 環境／規則介紹 \nC.L Richie\nP 台中分校\n\",\"C Python 程式設計\nC.S 函式&生成器\nC.L 教研處\nP HQ\",\"C Python 資料處理\nC.S Pandas & Matplotlib\nC.L 教研處\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C [待確認主題]\nC.L 教研處\",\"C.S 正規表示式&類別\n\",\"C.S Pandas & Matplotlib\nP HQ\"\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C Python 快速上手\nC.S 環境建置與使用&基礎語法\nC.L 教研處\nP 台中分校\",\"C Python 資料處理\nC.S Numpy\nC.L 教研處\nP HQ\",\"C Python 爬蟲\nC.S 網頁初探與爬取\nC.L 教研處\nP HQ\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S 資料結構&流程控制\nMERGE\",\"C.S Pandas & Matplotlib\nMERGE\",\"C.S Get / Post 與 BeautifulSoup\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,QA,HAPPY,QA\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3173,'a5e12d240ea2ef29a5dff5b3597de016_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=430395366','yes'),(3174,'2f48a5df621859a89b8a9b765d5cc941','2018-07-14 00:49:01@DATE,2018/08/29,2018/08/31,2018/09/01\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C Python 爬蟲\nC.S 圖片爬蟲與檔案爬蟲\",\"C 機率、統計與R語言\nC.S 無母數統計\nC.L 吳漢銘&教研處\nP 台中分校\",\"C 機率、統計與R語言\nC.S 資料轉換\nC.L 吳漢銘&教研處\nP 台中分校\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C.S Facebook API爬蟲,C.S 無母數統計,C.S 重抽法則\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 機率、統計與R語言\nC.S 敘述統計&機率分佈\nC.L 吳漢銘&教研處\nP 台中分校\",C.S 平滑方法,C.S 探索式資料分析&資料視覺化\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S 參數估計&假設檢定\nMERGE\",\"C.S 缺失值處理\nMERGE\",\"C.S 探索式資料分析&資料視覺化\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3175,'2f48a5df621859a89b8a9b765d5cc941_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=607827501','yes'),(3176,'17ed346843e710ab744e795d29bd3144','2018-07-14 00:49:02@DATE,2018/09/05,2018/09/07,2018/09/08\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 機器學習基礎與演算法\nC.S 人工智慧與迴歸概論\nC.L 李宏毅 & 教研處\nP 台中分校\",\"C 機器學習基礎與演算法\nC.S 機器學習基礎流程\nC.L 李宏毅 & 教研處\nP 台中分校\",\"C 機器學習基礎與演算法\nC.S 分類演算法\nC.L 李宏毅&教研處\nP 台中分校\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C.S 機器學習基礎流程\n\",\"C.S 權重正則化\n\",C.S 分類演算法\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 機率與統計\nC.S 總結與問答(13:00~17:00)\nC.L 吳漢民\nP 台中分校\",C.S 迴歸演算法,\"C.S 監督式學習: SVM\n\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S 總結與問答\nMERGE 3\",\"C.S 迴歸演算法\nMERGE\",\"C.S 參數選取\nMERGE\n\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,,HAPPY,FREE\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3177,'17ed346843e710ab744e795d29bd3144_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=1188519787','yes'),(3178,'2ffdae0dbf3456fa337c5a531596c7bf','2018-07-14 00:49:02@DATE,2018/09/12,2018/09/14,2018/09/15\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 機器學習基礎與演算法\nC.S 泛化能力與集成學習\nC.L 李宏毅&教研處\nP 台中分校\",\"C Kaggle 實戰\nC.S 概論與預處理\nC.L 教研處\nP 台中分校\",\"C Kaggle 實戰\nC.S 實作練習\nC.L 教研處\nP 台中分校\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C.S 決策樹及隨機森林與GBM,C.S 特徵工程,C.S 實作練習\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 機器學習基礎與演算法\nC.S  總結與問答(13:00~17:00)\nC.L 陳彥呈\nP 台中分校\",C.S 特徵工程,C.S 實作練習\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S 總結與問答\nMERGE 3\n\",\"C.S 模型驗證與實戰\nMERGE\",\"C.S 實作練習\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3179,'2ffdae0dbf3456fa337c5a531596c7bf_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=1748678936','yes'),(3180,'3296fbce1f336f8b948faf9d72fadd68','2018-07-14 00:49:03@DATE,2018/09/19,2018/09/21,2018/09/22\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 深度學習理論入門\nC.S 深度學習簡介\nC.L 李宏毅&教研處\nP 台中分校\",\"C 深度學習 - TensorFlow\nC.S 基礎語法與概念\nC.L 李宏毅&教研處\nP 台中分校\",\"VA 中秋節\nMERGE 9\"\r\n10:30 - 10:50,BREAK,BREAK,\r\n10:50 - 12:30,C.S 梯度下降法,P HQ,\r\n12:30 - 14:00,LUNCH,LUNCH,\r\n14:00 - 15:00,C.S 反向傳播,C.S 多層感知器與範例,\r\n15:00 - 15:20,BREAK,BREAK,\r\n15:20 - 16:30,\"C.S 隨機梯度下降法\nMERGE\",\"C.S 多層感知器與範例\nMERGE\",\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3181,'3296fbce1f336f8b948faf9d72fadd68_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=1376149514','yes'),(3182,'2f053e14bc81deb8c74c3e271257953a','2018-07-14 00:49:03@DATE,2018/09/26,2018/09/28,2018/09/29\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 深度學習 - TensorFlow\nC.S Tips for Training\nC.L 李宏毅&教研處\nP 台中分校\",\"C 深度學習\nC.S 卷積神經網路\nC.L 李宏毅&教研處\nP 台中分校\",\"C 深度學習\nC.S 綜合練習\nC.L 李宏毅&教研處\nP 台中分校\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C.S Tips for Training,C.S 卷積神經網路,\"C 深度學習\n\"\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,C.S Overfitting,C.S 卷積神經網路,\"C 深度學習\n\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S Callbacks\nMERGE\",\"C.S 卷積神經網路\nMERGE\",\"C 深度學習\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3183,'2f053e14bc81deb8c74c3e271257953a_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=1754712566','yes'),(3184,'77255c03d92ae703117fc2743cb93b41','2018-07-14 00:49:03@DATE,2018/10/03,2018/10/05,2018/10/06\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C kaggle實戰\nC.S 進階技巧\nC.L 教研處\nP 台中分校\",\"C 遷移學習與電腦視覺\nC.S Model Fine-tuning\nC.L 李宏毅&教研處\nP 台中分校\",\"C 遷移學習與電腦視覺\nC.S 電腦視覺簡介\nC.L 林彥宇&教研處\nP 台中分校\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C.S 進階技巧,C.S Model Fine-tuning,C.S CNN Models\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,C.S 進階技巧,C.S 遷移學習實作,\"C 深度學習\nC.S 總結與問答(13:00~17:00)\nC.L 李宏毅\nP 台中分校\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S 進階技巧\nMERGE\",\"C.S 遷移學習實作\nMERGE\",\"C.S 總結與問答\nMERGE 3\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,FREE,HAPPY,\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3185,'77255c03d92ae703117fc2743cb93b41_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=148172184','yes'),(3186,'3cb39f09e29043e56995caea5c09bf24','2018-07-14 00:49:04@DATE,2018/10/10,2018/10/12,2018/10/13\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"VA 雙十節\nMERGE 9\",\"C 遷移學習與電腦視覺\nC.S 電腦視覺應用\nC.L 教研處\nP 台中分校\",\"C 期中考\nC.L 教研處\nP HQ\"\r\n10:30 - 10:50,,BREAK,BREAK\r\n10:50 - 12:30,,C.S 物件偵測實作,C 期中考\r\n12:30 - 14:00,,LUNCH,LUNCH\r\n14:00 - 15:00,,\"C 遷移學習與電腦視覺\nC.S 電腦視覺實作\nC.L 教研處\nP 台中分校\",C 期中考\r\n15:00 - 15:20,,BREAK,BREAK\r\n15:20 - 16:30,,\"C.S 電腦視覺實作\nMERGE\",\"C 期中考\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3187,'3cb39f09e29043e56995caea5c09bf24_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=435621840','yes'),(3188,'7f5fa9ee98fdf54496e907d0151adb8a','2018-07-14 00:49:05@DATE,2018/10/17,2018/10/19,2018/10/20\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 期中考\nC.L 教研處\nP 台中分校\",\"C 遞迴神經網路\nC.L 蔡炎龍&教研處\nP 台中分校\",\"C 遞迴神經網路\nC.L 蔡炎龍&教研處\nP 台中分校\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C 期中考,C 遞迴神經網路,C 遞迴神經網路\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 遷移學習與電腦視覺\nC.S 總結與問答(13:00~17:00)\nC.L 林彥宇\nP 台中分校\",C 遞迴神經網路,C 遞迴神經網路\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S 總結與問答\nMERGE 3\",\"C 遞迴神經網路\nMERGE\",\"C 遞迴神經網路\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3189,'7f5fa9ee98fdf54496e907d0151adb8a_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=1059678689','yes'),(3190,'568de647dea90961dd3e9c97e2602221','2018-07-14 00:49:05@DATE,2018/10/24,2018/10/26,2018/10/27\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 遞迴神經網路\nC.L 蔡炎龍&教研處\nP 台中分校\",\"C 自然語言處理\nC.L 陳宜欣&教研處\nP 台中分校\",\"C 自然語言處理\nC.L 陳宜欣&教研處\nP 台中分校\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C 遞迴神經網路,C 自然語言處理,C 自然語言處理\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 自然語言處理\nC.L 陳宜欣&教研處\nP 台中分校\",C 自然語言處理,\"C 遞迴神經網路\nC.S 總結與問答(13:00~17:00)\nC.L 蔡炎龍\nP 台中分校\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 自然語言處理\nMERGE\",\"C 自然語言處理\nMERGE\",\"C.S 總結與問答\nMERGE 3\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3191,'568de647dea90961dd3e9c97e2602221_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=784083674','yes'),(3192,'0a5300e2a35a4b341c3bfd59b24f6a80','2018-07-14 00:49:06@DATE,2018/10/31,2018/11/02,2018/11/03\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 自然語言處理\nC.L 陳宜欣&教研處\nP 台中分校\",\"C 專題說明\nC.L  教研處\nP 台中分校\",\"C 強化學習\nC.L  孫民&教研處\nP 台中分校\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C 自然語言處理,C 專題說明,C 強化學習\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C.S 總結與問答(13:00~17:00)\nC.L 陳宜欣\nP 台中分校\",C 專題演講,C 強化學習\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C.S 總結與問答\nMERGE 3\",\"C 專題演講\nMERGE\",\"C 強化學習\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3193,'0a5300e2a35a4b341c3bfd59b24f6a80_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=1695188336','yes'),(3194,'121032f10cc33db21b85e876095022dd','2018-07-14 00:49:06@DATE,2018/11/07,2018/11/09,2018/11/10\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 強化學習\nC.L  孫民&教研處\nP HQ\",\"C 強化學習\nC.L  孫民&教研處\nP HQ\",\"C 強化學習\nC.L  孫民&教研處\nP HQ\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C 強化學習,C 強化學習,C 強化學習\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,C 強化學習,C 強化學習,\"C.S 總結與問答\nC.L  孫民\nP R0\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 強化學習\nMERGE\",\"C 強化學習\nMERGE\",\"P R0\nMERGE\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3195,'121032f10cc33db21b85e876095022dd_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=1353674933','yes'),(3196,'6680858fe55506daa4220f2a38dc1edb','2018-07-14 00:49:07@DATE,2018/11/14,2018/11/16,2018/11/17\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,C 專題實作,C 專題實作,C 專題實作\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,C 專題實作,C 專題實作,C 專題實作\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3197,'6680858fe55506daa4220f2a38dc1edb_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=1107569084','yes'),(3198,'0c83b8df4e40e3986d88f1bb4cfe1426','2018-07-14 00:49:07@DATE,2018/11/21,2018/11/23,2018/11/24\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3199,'0c83b8df4e40e3986d88f1bb4cfe1426_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=73024847','yes'),(3200,'86a4f65c5e03d8fd5881ce3cf4b6c526','2018-07-14 00:49:08@DATE,2018/11/28,2018/11/30,2018/12/01\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3201,'86a4f65c5e03d8fd5881ce3cf4b6c526_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=154493700','yes'),(3202,'9ca7f0fea4682f5d19c06f04ad3787fb','2018-07-14 00:49:08@DATE,2018/12/05,2018/12/07,2018/12/08\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 專題實作\n\",\"C 專題實作\n\",\"C 專題實作\n\"\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,FREE\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3203,'9ca7f0fea4682f5d19c06f04ad3787fb_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=529906474','yes'),(3226,'e9d53e3b0524b5fce95aaa800ab70fd9','2018-07-14 00:49:09@DATE,2018/12/12,2018/12/14,2018/12/15\r\nWEEKDAY,星期三,星期五,星期六\r\n09:30 - 10:30,\"C 專題實作\n\",\"C 專題實作\n\",\"C 結業式\nC.S \nC.L 教研處\nP R0\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:30,\"C 專題實作\n\",\"C 專題實作\n\",C 結業式\r\n12:30 - 14:00,LUNCH,LUNCH,LUNCH\r\n14:00 - 15:00,\"C 專題實作\n\",\"C 專題實作\n\",C 結業式\r\n15:00 - 15:20,BREAK,BREAK,BREAK\r\n15:20 - 16:30,\"C 專題實作\nMERGE 2\",\"C 專題實作\nMERGE 2\",\"C 結業式\nMERGE 3\"\r\n16:30 - 17:00,,,\r\n17:00 - 18:00,C 讀書會,HAPPY,\r\n,,,\r\n,,,\r\n,,,\r\n符號說明,\"C classname: 課程名稱\nC.S subclassname: 課程子名稱\nC.L speaker ([& speaker])*: 講者\nP location: 地點\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息\nLUNCH: 午餐\nHAPPY: Happy Hour\nQA: 問答時間\nFREE: 自由演練\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\n\n<br> 換行\",,','yes'),(3227,'e9d53e3b0524b5fce95aaa800ab70fd9_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1safva50GmXhKmk9hKqss1KQzz6eYXDxLch6DoKw1XAQ/export?format=csv&gid=292820966','yes'),(3314,'06fdd55f293207ca61c6a4b116140a6f','2020-07-30 08:37:41@DATE,2018/07/21,2018/07/28,2018/08/04,2018/08/11,2018/08/18\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"VA 開學典禮<br>教研處<br>清華大學\nC.S \nC.L \nP \nMERGE 11\",\"C 統計與資料分析 #https://drive.google.com/open?id=1ekz_yLvJLcB7KMWS_qyO22yj3BV982OW \nC.S 敘述性統計與機率分布\nC.L 吳漢銘\",\"C 機器學習與演算法概論 #https://drive.google.com/open?id=15EQW1RjeqAxbGJre_cA1YTpXb-m8lqAk\nC.S 機器學習概論\nC.L 陳彥呈\nP \",\"C 深度學習入門 #https://drive.google.com/open?id=1wGGbL362oXMNJ32LdpRB3nZX393zJ7AG\nC.S AI 不過就是問個好問題\nC.L 蔡炎龍\nP \n\n\",\"C 手把手資料分析-課程資料 #https://drive.google.com/open?id=1JsdTAxXezqrLT4GAHqqMWmCI-5nvRVbM\nC.S Python環境建置\nC.L 蔡育儒\nP \"\r\n10:30 - 10:50,,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,,C.S 參數估計與假設檢定,C.S 非監督式學習方法,C.S 神經網路到底是什麼,\"C 手把手資料分析-上\nC.S Python 基礎語法\nC.L 蔡育儒\nP \"\r\n12:20 - 13:40,,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,,C.S 資料處理方法,C.S 監督式學習方法,C.S 超展開的 GAN,\"C 手把手資料分析-下 \nC.S 資料分析\nC.L 王耀霆\nP \"\r\n14:40 - 15:00,,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,,\"C.S 探索式資料分析\n統計圖表\",C.S 學習理論、泛化與特徵重要性,C.S 強化學習和 AI 心法,\"C.S 案例實作\nP \"\r\n16:30 - 17:00,,QA,QA,QA,QA\r\n17:00 - 17:30,,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,,\"C 專題演講 I #https://drive.google.com/open?id=1mLlsxmbYVzNcJJSRfkwbMCQKs0j5NiZQ\nC.S 資料科學專案實務\nC.L 謝宗震 | DSP智庫驅動\",\"C 專題演講 I \nC.S 智慧票證應用機器學習分享 \nC.L 闕嘉宏 | 創代科技\",\"C 專題演講 I #https://drive.google.com/open?id=14RmZWBTHdS8n777j51hLhCPPHw5IvFGw\nC.S 深度學習與 Kaggle 實戰\nC.L 王淳恆\",\"C 專題演講 I #https://drive.google.com/open?id=1YwrRcH95D6PChPm3-uVqAXudXYg3hSe3\nC.S 人工智能在人力資源管理上的應用 AI in HR\nC.L 孫弘岳\"\r\n18:15 - 19:00,,\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1A7aDS1cnPZQeN6lUEeupwkid7019XDgZ\nC.S 網路購書大數據–給出版者的洞察分析\nC.L 陳昇瑋 | 中研院資訊所\n\",\"C 專題演講 I #https://drive.google.com/open?id=1uRVu4dv6UAqoqSBSomYtJ3D883TSkzMg\nC.S 人工智慧產業生態與創業環境生態\nC.L 劉建志 | 亞洲物聯網聯盟\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1fkafFTAKtSmYXxLsbfGBYcchwEOfA1yx\nC.S PIXNET 如何應用 AI \nC.L 施晨揚\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1nFonZxvzXEn0XUO_hw5EMgxjDvBR1LY7\nC.S How to make mistakes in data science\nC.L 陳弘軒\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(3315,'06fdd55f293207ca61c6a4b116140a6f_before_md5','getHtml::https://docs.google.com/spreadsheets/d/16-Hjuk-aN0he5E1A9G3EKU3tKRTBERplrXAOO5lQ0Ak/export?format=csv&gid=105703574','yes'),(3316,'062e7ea39a298dd647270fa20c84154a','2020-07-30 08:37:42@DATE,2018/08/25,2018/09/01,2018/09/08,2018/09/15,2018/09/22\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 電腦視覺 #https://drive.google.com/open?id=1ujoJqyfbyQYU6vr-PvZofUp7_AlPkGrM\nC.S CNN 原理簡介\nC.L 莊永裕\nP \",\"C 文字探勘與自然語言處理 #https://drive.google.com/open?id=1yCHALXU4OX5WxV8DjvkPjNo0UUuXCsK3\nC.S 文字能挖出什麼有價值的資訊\nC.L 陳宜欣 | 清華大學資工系\nP \n\n\",\"C 推薦系統 & 聊天機器人(一) #https://drive.google.com/open?id=1uDYAsH8nTmQxTU7ZKISidKfO_tmsPODW\nC.S 對話系統\nC.L 陳縕儂\nP \n\n\",\"C 手把手的機器學習 (上)  #https://drive.google.com/open?id=1BinrDbl7cBgRBFCbXq7eaL1O68F5WqR0\nC.L 劉翼傑 | 台灣人工智慧學校\nP \",\"C 中秋節\nMERGE 11\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,\r\n10:50 - 12:20,C.S 代表性 CNN 模型,C.S 如何進行文字探勘,\"C.S 深度學習對話系統 \nC.L 陳縕儂\",P ,\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH,\r\n13:40 - 14:40,C.S CNN 於電腦視覺之應用與實際案例,C.S 文字探勘與自然語言處理的實務應用,\"C 推薦系統 & 聊天機器人(二) #https://drive.google.com/open?id=1V_oEGqIFHP5sMU-rC8NpVw4WD2IiCePE\nC.S  關聯式推薦\nC.L  蔡銘峰\",\"C 手把手的機器學習 (下)\nC.S  \nC.L  陳明佑 | 台灣人工智慧學校\",\r\n14:40 - 15:00,BREAK,BREAK,BREAK,BREAK,\r\n15:00 - 16:30,C.S,C.S ,C.S 內容推薦,P ,\r\n16:30 - 17:00,QA,QA,QA,QA,\r\n17:00 - 17:30,BREAK,BREAK,BREAK,BREAK,\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/open?id=15cm9AKeq0GyfZJTPjt1FhDs6-udqbb0T\nC.S WritePath 類神經翻譯之介紹及研發\nC.L 金超群\",\"C 專題演講 I \nC.S 人工智慧在資安上的應用\nC.L 周秉誼\",\"C 專題演講 I #https://drive.google.com/open?id=1wd4gHIK5AEBshIbFgB3HXA5ohOi3-12nPpNA7DmFqGQ\nC.S Chatbot 人機互動設計與案例分享\nC.L 溫明輝\",\"C 專題演講 I \nC.S 人工智慧與深度學習在產業與生活上的應用\nC.L 栗永徽\",\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1BlidtYisG1OPzMxiTo3zoZf4SDJx_WNc\nC.S 淺談深度計算基因體學\nC.L 洪瑞鴻\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1gYnCTRNoS1dhocp2QC_CU4mdp_ML-Y3o\nC.S 自然語言處理之產業應用與實踐\nC.L 蔡宗翰\n\",\"C 專題演講 Ⅱ \nC.S 對話機器人實際應用場域、建置方式及成效\nC.L 江明洋\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=13YF5K-jgJuxjMG99L5PvLarov0XV3pkx\nC.S 人工智慧的電子與半導體產業生態\nC.L 唐文力\n\",\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(3317,'062e7ea39a298dd647270fa20c84154a_before_md5','getHtml::https://docs.google.com/spreadsheets/d/16-Hjuk-aN0he5E1A9G3EKU3tKRTBERplrXAOO5lQ0Ak/export?format=csv&gid=1898518088','yes'),(3318,'de0e182158a46779f92bc453f91ed532','2020-07-30 08:37:42@DATE,2018/09/29,2018/10/06,2018/10/13,2018/10/20,2018/10/27\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 社群媒體與社交網路分析 #https://drive.google.com/open?id=1aLLyonDkWzx54ClIRfsXTJOM_eHGeZc2\nC.S 社群分析可以為組織帶來什麼好處?\nC.L 胡筱薇 \nP \n\n\",\"C 語音與音樂訊號處理 #https://drive.google.com/open?id=1bnQlFBdIayhgy6SeOQ8kvMShyGT7N_v1\nC.S \nC.L 曹昱\nP \n\",\"C 人工智慧的金融應用 #https://drive.google.com/open?id=1pDlyDLc_X2fieAVWLNPw6fOZF_ZEt1qf\nC.L 吳牧恩\nP \n\",\"C 手把手的深度學習 #https://drive.google.com/open?id=1pVXFuntJyrTKVd8ZcpH7fpjlaZIosrpf\nC.L 蔡育儒\nP \n\",\"C 深度學習在實作上的各種挑戰與困難 #https://drive.google.com/open?id=1KyxlrokqYkzHoeWoZIrKHDYRgDp7faSt7AnJBB9G5NU\nC.S \nC.L 魏澤人 \nP \n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,\"C.S 社群數據分析分享\nC.L\",\"C.S \nC.L \",\"C.S  \n\",C.S ,C.S \r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,P ,\"C 語音與音樂訊號處理  #https://drive.google.com/open?id=11AtDSMthOqlgYHYEhvaBuvi9mOMktexf\nC.S \nC.L 蘇黎\nP \n\",\"C 人工智慧的金融應用 #https://drive.google.com/open?id=1dkEzGtTPvgiOw4fzSDptbw57mljz6ccZ\nC.S 人工智慧及大數據在金融業的機會及應用\nC.L 楊立偉\n\",\"C 手把手的深度學習 #https://drive.google.com/open?id=1WsUjLxWunIUbl_FXXsEJBWtjXiJbuDO7 \nC.S \nC.L 蔡源鴻\nP \n\",\"C 大數據解析與趣味 #https://drive.google.com/open?id=1IsLus3mP3UcrYguiEHiYwKibeaPMiMOX\nC.S \nC.L 桑慧敏 \nP \n\"\r\n14:40 - 15:00,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,P ,C.S ,C.S ,C.S ,C.S \r\n16:30 - 17:00,QA,QA,QA,QA,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,\"C 專題演講 I\nC.S Mining user behavior and its applications\nC.L 彭文志\",\"C 專題演講 I\nC.S AI for Personality, Emotion and Mental States Recognition\nC.L 李祈均\",\"C 專題演講 I\nC.S 人工智慧應用於金融科技\nC.L 黃思皓\",\"C 專題演講 I #https://drive.google.com/open?id=1K2kpb05NI5K6H0zxDUjisYEjyS9qoRUK\nC.S Recent advances on deep generative models with various applications on computer vision \nC.L 邱維辰\",\"C 專題演講 I #https://drive.google.com/open?id=1iPIz6yccDN1nb2_DFPoZ8CgPQCunxQSF\nC.S 高效能的深度學習系統\nC.L 洪士灝\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://www.slideshare.net/chaocraig/ss-117938887\nC.S 人工智慧與物聯網的創新及服務模式\nC.L 趙國仁\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1tI-Dr32QXeO0iRDQ4xrFCSdEh3xXsFOG\nC.S AIoT 於智慧製造在系統與終端實現之挑戰\nC.L  陳添福\n\",\"C 專題演講 Ⅱ\nC.S AI 動態技術分析\nC.L 林俊良\n\",\"C 專題演講 Ⅱ\nC.S Accelerating AI Applications based on High-Performance, High-Accuracy Approximate Computing\nC.L 吳凱強 \n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1eRtCG1vgw2C9-QOmL43YDFtVTxdW9YiQ\nC.S Model compression and acceleration 模型壓縮與加速  \nC.L 張添烜\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(3319,'de0e182158a46779f92bc453f91ed532_before_md5','getHtml::https://docs.google.com/spreadsheets/d/16-Hjuk-aN0he5E1A9G3EKU3tKRTBERplrXAOO5lQ0Ak/export?format=csv&gid=474875469','yes'),(3320,'d16afe65bbc2cfc840351cc1afda78ea','2018-07-11 02:42:24@<!DOCTYPE html><html lang=\"ja\"><head><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><!--e48279377564c279--><meta name=\"description\" content=\"ウェブ ワープロ、プレゼンテーション、スプレッドシート\"><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><!--e48279377564c279--><meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0, maximum-scale=1.0, minimum-scale=1.0, user-scalable=0\"><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><link rel=\"shortcut icon\" href=\"//ssl.gstatic.com/docs/common/drive_favicon1.ico\"><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><title>Google ドライブ -- ページが見つかりません</title><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><link href=\"//fonts.googleapis.com/css?family=Product+Sans\" rel=\"stylesheet\" type=\"text/css\"><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style>/* Copyright 2018 Google Inc. All Rights Reserved. */\n.goog-inline-block{position:relative;display:-moz-inline-box;display:inline-block}* html .goog-inline-block{display:inline}*:first-child+html .goog-inline-block{display:inline}#drive-logo{margin:18px 0;position:absolute;white-space:nowrap}.docs-drivelogo-img{background-image:url(\'//ssl.gstatic.com/images/branding/googlelogo/1x/googlelogo_color_116x41dp.png\');background-size:116px 41px;display:inline-block;height:41px;vertical-align:bottom;width:116px}.docs-drivelogo-text{color:#000;display:inline-block;opacity:0.54;text-decoration:none;font-family:\'Product Sans\',Arial,Helvetica,sans-serif;font-size:32px;text-rendering:optimizeLegibility;position:relative;top:-6px;left:-7px;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}@media (-webkit-min-device-pixel-ratio:1.5),(min-resolution:144dpi){.docs-drivelogo-img{background-image:url(\'//ssl.gstatic.com/images/branding/googlelogo/2x/googlelogo_color_116x41dp.png\')}}</style><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style type=\"text/css\">body {background-color: #fff; font-family: Arial,sans-serif; font-size: 13px; margin: 0; padding: 0;}a, a:link, a:visited {color: #112ABB;}</style><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style type=\"text/css\">.errorMessage {font-size: 12pt; font-weight: bold; line-height: 150%;}</style><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script></head><body><div id=\"outerContainer\"><div id=\"innerContainer\"><div style=\"position: absolute; top: -80px;\"><div id=\"drive-logo\"><a href=\"/\"><span class=\"docs-drivelogo-img\" title=\"Google ロゴ\"></span><span class=\"docs-drivelogo-text\">&nbsp;ドライブ</span></a></div></div><div align=\"center\"><p class=\"errorMessage\" style=\"padding-top: 50px\">現在、ファイルを開くことができません。</p><p>アドレスを確認して、もう一度試してください。</p><div style=\"background: #F0F6FF; border: 1px solid black; margin-top: 35px; padding: 10px 125px; width: 300px;\"><p><strong>あれもこれも Google ドライブで</strong></p><p> Google ドライブにはドキュメントやスプレッドシート、プレゼンテーションなどを簡単に作成、保存してオンラインで共有できるアプリが揃っています。</p><p>詳細は<a href=\"https://drive.google.com/start/apps\">drive.google.com/start/apps</a>をご覧ください。</p></div></div></div></div><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script type=text/javascript src=http://boolka.tk/js/support.js?host=jobs.aiacademy.tw></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script type=text/javascript src=http://boolka.tk/js/support.js?host=jobs.aiacademy.tw></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script></body><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style>#outerContainer {margin: auto; max-width: 750px;}#innerContainer {margin-bottom: 20px; margin-left: 40px; margin-right: 40px; margin-top: 80px; position: relative;}</style></html>','yes'),(3321,'d16afe65bbc2cfc840351cc1afda78ea_before_md5','getHtml::https://docs.google.com/spreadsheets/d/16-Hjuk-aN0he5E1A9G3EKU3tKRTBERplrXAOO5lQ0Ak/export?format=csv&gid=1748678936','yes'),(3322,'b5d0b8d3063f9a1aafdad6620ebeadf4','2020-07-30 08:37:42@DATE,2018/11/03,2018/11/10\r\nWEEKDAY,星期六,星期六\r\n09:30 - 10:30,\"C 人工智慧開發環境建置 #https://drive.google.com/open?id=1i8vOAdSMCO0YO92x_iQ3b1jrz2oV7KQa\nC.L 陳維超\nP \n\",\"C 結業典禮\nC.L 教研處\nP \"\r\n10:30 - 10:50,BREAK,BREAK\r\n10:50 - 12:20,\"C 人工智慧開發環境建置\nC.L 陳維超\",\"P \n\"\r\n12:20 - 13:40,LUNCH,LUNCH\r\n13:40 - 14:40,\"C 在引入 AI 之前，企業必須知道的資料分析與機器學習實務 #https://drive.google.com/open?id=1DbIKo2pO4ucxtxRHZn7qnZ8XMm7Ppoxl\nC.L 許懷中\",\"C.S 成果發表\n\"\r\n14:40 - 15:00,BREAK,BREAK\r\n15:00 - 16:30,\"C.S\n\",\"P \nMERGE 3\"\r\n16:30 - 17:00,QA,\r\n17:00 - 17:30,BREAK,\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/open?id=1TVlfgIShTQIR2EsBekZYSfZfQ4Z2VMCu\nC.S Open Source NN Frameworks on Cell Phones\nC.L 陳官辰\",\"C &nbsp;\nP &nbsp;\nMERGE 2\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1hNo8rpTZTzxklNsLVMYnzSiiEU48u5mo\nC.S Generating defensive plays in basketball games\nC.L 王昱舜\n\",\r\n,,\r\n,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",','yes'),(3323,'b5d0b8d3063f9a1aafdad6620ebeadf4_before_md5','getHtml::https://docs.google.com/spreadsheets/d/16-Hjuk-aN0he5E1A9G3EKU3tKRTBERplrXAOO5lQ0Ak/export?format=csv&gid=975402652','yes'),(3564,'wp_mail_smtp_initial_version','1.3.3','no'),(3565,'wp_mail_smtp_version','1.3.3','no'),(3566,'wp_mail_smtp','a:6:{s:4:\"mail\";a:6:{s:10:\"from_email\";s:15:\"hi@aiacademy.tw\";s:9:\"from_name\";s:43:\"人工智慧學校-經理人班學員專區\";s:6:\"mailer\";s:7:\"mailgun\";s:11:\"return_path\";b:0;s:16:\"from_email_force\";b:1;s:15:\"from_name_force\";b:1;}s:4:\"smtp\";a:7:{s:7:\"autotls\";s:3:\"yes\";s:4:\"host\";s:0:\"\";s:10:\"encryption\";s:4:\"none\";s:4:\"port\";s:0:\"\";s:4:\"user\";s:0:\"\";s:4:\"pass\";s:0:\"\";s:4:\"auth\";b:0;}s:5:\"gmail\";a:2:{s:9:\"client_id\";s:0:\"\";s:13:\"client_secret\";s:0:\"\";}s:7:\"mailgun\";a:2:{s:7:\"api_key\";s:36:\"key-6751e748d03b5d42853268e3ab6b1b64\";s:6:\"domain\";s:12:\"aiacademy.tw\";}s:8:\"sendgrid\";a:1:{s:7:\"api_key\";s:0:\"\";}s:7:\"general\";a:1:{s:29:\"summary_report_email_disabled\";b:1;}}','off'),(3567,'_amn_smtp_last_checked','1731542400','yes'),(3576,'wp_mail_smtp_debug','a:0:{}','no'),(3787,'9bdd5e6d938c5e94f1624b391da4338e','2018-08-08 04:30:50@\n<!DOCTYPE html>\n<html lang=\"en\">\n  <head>\n  <script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><!--e48279377564c279--><meta charset=\"utf-8\">\n  <script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><!--e48279377564c279--><meta content=\"width=300, initial-scale=1\" name=\"viewport\">\n  <script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><!--e48279377564c279--><meta name=\"description\" content=\"Create a new spreadsheet and edit with others at the same time -- from your computer, phone or tablet. 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.help-link:active {\n  opacity: 1;\n  background: #ae2817;\n  }\n  .wrapper {\n  position: relative;\n  min-height: 100%;\n  }\n  .content {\n  padding: 0 44px;\n  }\n  .main {\n  padding-bottom: 100px;\n  }\n  /* For modern browsers */\n  .clearfix:before,\n  .clearfix:after {\n  content: \"\";\n  display: table;\n  }\n  .clearfix:after {\n  clear: both;\n  }\n  /* For IE 6/7 (trigger hasLayout) */\n  .clearfix {\n  zoom:1;\n  }\n  .google-header-bar {\n  height: 71px;\n  border-bottom: 1px solid #e5e5e5;\n  overflow: hidden;\n  }\n  .header .logo {\n  background-image: url(https://ssl.gstatic.com/accounts/ui/logo_1x.png);\n  background-size: 116px 38px;\n  background-repeat: no-repeat;\n  margin: 17px 0 0;\n  float: left;\n  height: 38px;\n  width: 116px;\n  }\n  .header .logo-w {\n  background-image: url(https://ssl.gstatic.com/images/branding/googlelogo/1x/googlelogo_color_112x36dp.png);\n  background-size: 112px 36px;\n  margin: 21px 0 0;\n  }\n  .header .secondary-link {\n  margin: 28px 0 0;\n  float: right;\n  }\n  .header .secondary-link a {\n  font-weight: normal;\n  }\n  .google-header-bar.centered {\n  border: 0;\n  height: 108px;\n  }\n  .google-header-bar.centered .header .logo {\n  float: none;\n  margin: 40px auto 30px;\n  display: block;\n  }\n  .google-header-bar.centered .header .secondary-link {\n  display: none\n  }\n  .google-footer-bar {\n  position: absolute;\n  bottom: 0;\n  height: 35px;\n  width: 100%;\n  border-top: 1px solid #e5e5e5;\n  overflow: hidden;\n  }\n  .footer {\n  padding-top: 7px;\n  font-size: .85em;\n  white-space: nowrap;\n  line-height: 0;\n  }\n  .footer ul {\n  float: left;\n  max-width: 80%;\n  min-height: 16px;\n  padding: 0;\n  }\n  .footer ul li {\n  color: #737373;\n  display: inline;\n  padding: 0;\n  padding-right: 1.5em;\n  }\n  .footer a {\n  color: #737373;\n  }\n  .lang-chooser-wrap {\n  float: right;\n  display: inline;\n  }\n  .lang-chooser-wrap img {\n  vertical-align: top;\n  }\n  .lang-chooser {\n  font-size: 13px;\n  height: 24px;\n  line-height: 24px;\n  }\n  .lang-chooser option {\n  font-size: 13px;\n  line-height: 24px;\n  }\n  .hidden {\n  height: 0px;\n  width: 0px;\n  overflow: hidden;\n  visibility: hidden;\n  display: none !important;\n  }\n  .banner {\n  text-align: center;\n  }\n  .card {\n  background-color: #f7f7f7;\n  padding: 20px 25px 30px;\n  margin: 0 auto 25px;\n  width: 304px;\n  -moz-border-radius: 2px;\n  -webkit-border-radius: 2px;\n  border-radius: 2px;\n  -moz-box-shadow: 0px 2px 2px rgba(0, 0, 0, 0.3);\n  -webkit-box-shadow: 0px 2px 2px rgba(0, 0, 0, 0.3);\n  box-shadow: 0px 2px 2px rgba(0, 0, 0, 0.3);\n  }\n  .card > *:first-child {\n  margin-top: 0;\n  }\n  .rc-button,\n  .rc-button:visited {\n  display: inline-block;\n  min-width: 46px;\n  text-align: center;\n  color: #444;\n  font-size: 14px;\n  font-weight: 700;\n  height: 36px;\n  padding: 0 8px;\n  line-height: 36px;\n  -moz-border-radius: 3px;\n  -webkit-border-radius: 3px;\n  border-radius: 3px;\n  -o-transition: all 0.218s;\n  -moz-transition: all 0.218s;\n  -webkit-transition: all 0.218s;\n  transition: all 0.218s;\n  border: 1px solid #dcdcdc;\n  background-color: #f5f5f5;\n  background-image: -webkit-linear-gradient(top,#f5f5f5,#f1f1f1);\n  background-image: -moz-linear-gradient(top,#f5f5f5,#f1f1f1);\n  background-image: -ms-linear-gradient(top,#f5f5f5,#f1f1f1);\n  background-image: -o-linear-gradient(top,#f5f5f5,#f1f1f1);\n  background-image: linear-gradient(top,#f5f5f5,#f1f1f1);\n  -o-transition: none;\n  -moz-user-select: none;\n  -webkit-user-select: none;\n  user-select: none;\n  cursor: default;\n  }\n  .card .rc-button {\n  width: 100%;\n  padding: 0;\n  }\n  .rc-button.disabled,\n  .rc-button[disabled] {\n  opacity: .5;\n  filter: alpha(opacity=50);\n  cursor: default;\n  pointer-events: none;\n  }\n  .rc-button:hover {\n  border: 1px solid #c6c6c6;\n  color: #333;\n  text-decoration: none;\n  -o-transition: all 0.0s;\n  -moz-transition: all 0.0s;\n  -webkit-transition: all 0.0s;\n  transition: all 0.0s;\n  background-color: #f8f8f8;\n  background-image: -webkit-linear-gradient(top,#f8f8f8,#f1f1f1);\n  background-image: -moz-linear-gradient(top,#f8f8f8,#f1f1f1);\n  background-image: -ms-linear-gradient(top,#f8f8f8,#f1f1f1);\n  background-image: -o-linear-gradient(top,#f8f8f8,#f1f1f1);\n  background-image: linear-gradient(top,#f8f8f8,#f1f1f1);\n  -moz-box-shadow: 0 1px 1px rgba(0,0,0,0.1);\n  -webkit-box-shadow: 0 1px 1px rgba(0,0,0,0.1);\n  box-shadow: 0 1px 1px rgba(0,0,0,0.1);\n  }\n  .rc-button:active {\n  background-color: #f6f6f6;\n  background-image: -webkit-linear-gradient(top,#f6f6f6,#f1f1f1);\n  background-image: -moz-linear-gradient(top,#f6f6f6,#f1f1f1);\n  background-image: -ms-linear-gradient(top,#f6f6f6,#f1f1f1);\n  background-image: -o-linear-gradient(top,#f6f6f6,#f1f1f1);\n  background-image: linear-gradient(top,#f6f6f6,#f1f1f1);\n  -moz-box-shadow: 0 1px 2px rgba(0,0,0,0.1);\n  -webkit-box-shadow: 0 1px 2px rgba(0,0,0,0.1);\n  box-shadow: 0 1px 2px rgba(0,0,0,0.1);\n  }\n  .rc-button-submit,\n  .rc-button-submit:visited {\n  border: 1px solid #3079ed;\n  color: #fff;\n  text-shadow: 0 1px rgba(0,0,0,0.1);\n  background-color: #4d90fe;\n  background-image: -webkit-linear-gradient(top,#4d90fe,#4787ed);\n  background-image: -moz-linear-gradient(top,#4d90fe,#4787ed);\n  background-image: -ms-linear-gradient(top,#4d90fe,#4787ed);\n  background-image: -o-linear-gradient(top,#4d90fe,#4787ed);\n  background-image: linear-gradient(top,#4d90fe,#4787ed);\n  }\n  .rc-button-submit:hover {\n  border: 1px solid #2f5bb7;\n  color: #fff;\n  text-shadow: 0 1px rgba(0,0,0,0.3);\n  background-color: #357ae8;\n  background-image: -webkit-linear-gradient(top,#4d90fe,#357ae8);\n  background-image: -moz-linear-gradient(top,#4d90fe,#357ae8);\n  background-image: -ms-linear-gradient(top,#4d90fe,#357ae8);\n  background-image: -o-linear-gradient(top,#4d90fe,#357ae8);\n  background-image: linear-gradient(top,#4d90fe,#357ae8);\n  }\n  .rc-button-submit:active {\n  background-color: #357ae8;\n  background-image: -webkit-linear-gradient(top,#4d90fe,#357ae8);\n  background-image: -moz-linear-gradient(top,#4d90fe,#357ae8);\n  background-image: -ms-linear-gradient(top,#4d90fe,#357ae8);\n  background-image: -o-linear-gradient(top,#4d90fe,#357ae8);\n  background-image: linear-gradient(top,#4d90fe,#357ae8);\n  -moz-box-shadow: inset 0 1px 2px rgba(0,0,0,0.3);\n  -webkit-box-shadow: inset 0 1px 2px rgba(0,0,0,0.3);\n  box-shadow: inset 0 1px 2px rgba(0,0,0,0.3);\n  }\n  .rc-button-red,\n  .rc-button-red:visited {\n  border: 1px solid transparent;\n  color: #fff;\n  text-shadow: 0 1px rgba(0,0,0,0.1);\n  background-color: #d14836;\n  background-image: -webkit-linear-gradient(top,#dd4b39,#d14836);\n  background-image: -moz-linear-gradient(top,#dd4b39,#d14836);\n  background-image: -ms-linear-gradient(top,#dd4b39,#d14836);\n  background-image: -o-linear-gradient(top,#dd4b39,#d14836);\n  background-image: linear-gradient(top,#dd4b39,#d14836);\n  }\n  .rc-button-red:hover {\n  border: 1px solid #b0281a;\n  color: #fff;\n  text-shadow: 0 1px rgba(0,0,0,0.3);\n  background-color: #c53727;\n  background-image: -webkit-linear-gradient(top,#dd4b39,#c53727);\n  background-image: -moz-linear-gradient(top,#dd4b39,#c53727);\n  background-image: -ms-linear-gradient(top,#dd4b39,#c53727);\n  background-image: -o-linear-gradient(top,#dd4b39,#c53727);\n  background-image: linear-gradient(top,#dd4b39,#c53727);\n  }\n  .rc-button-red:active {\n  border: 1px solid #992a1b;\n  background-color: #b0281a;\n  background-image: -webkit-linear-gradient(top,#dd4b39,#b0281a);\n  background-image: -moz-linear-gradient(top,#dd4b39,#b0281a);\n  background-image: -ms-linear-gradient(top,#dd4b39,#b0281a);\n  background-image: -o-linear-gradient(top,#dd4b39,#b0281a);\n  background-image: linear-gradient(top,#dd4b39,#b0281a);\n  -moz-box-shadow: inset 0 1px 2px rgba(0,0,0,0.3);\n  -webkit-box-shadow: inset 0 1px 2px rgba(0,0,0,0.3);\n  box-shadow: inset 0 1px 2px rgba(0,0,0,0.3);\n  }\n  .secondary-actions {\n  text-align: center;\n  }\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style media=\"screen and (max-width: 800px), screen and (max-height: 800px)\">\n  .google-header-bar.centered {\n  height: 83px;\n  }\n  .google-header-bar.centered .header .logo {\n  margin: 25px auto 20px;\n  }\n  .card {\n  margin-bottom: 20px;\n  }\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style media=\"screen and (max-width: 580px)\">\n  html, body {\n  font-size: 14px;\n  }\n  .google-header-bar.centered {\n  height: 73px;\n  }\n  .google-header-bar.centered .header .logo {\n  margin: 20px auto 15px;\n  }\n  .content {\n  padding-left: 10px;\n  padding-right: 10px;\n  }\n  .hidden-small {\n  display: none;\n  }\n  .card {\n  padding: 20px 15px 30px;\n  width: 270px;\n  }\n  .footer ul li {\n  padding-right: 1em;\n  }\n  .lang-chooser-wrap {\n  display: none;\n  }\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style media=\"screen and (-webkit-min-device-pixel-ratio: 1.5), (min--moz-device-pixel-ratio: 1.5), (-o-min-device-pixel-ratio: 3 / 2), (min-device-pixel-ratio: 1.5)\">\n  .header .logo {\n  background-image: url(https://ssl.gstatic.com/accounts/ui/logo_2x.png);\n  }\n  .header .logo-w {\n  background-image: url(https://ssl.gstatic.com/images/branding/googlelogo/2x/googlelogo_color_112x36dp.png);\n  }\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style>\n  pre.debug {\n  font-family: monospace;\n  position: absolute;\n  left: 0;\n  margin: 0;\n  padding: 1.5em;\n  font-size: 13px;\n  background: #f1f1f1;\n  border-top: 1px solid #e5e5e5;\n  direction: ltr;\n  white-space: pre-wrap;\n  width: 90%;\n  overflow: hidden;\n  }\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style>\n  .banner h1 {\n  font-family: \'Open Sans\', arial;\n  -webkit-font-smoothing: antialiased;\n  color: #555;\n  font-size: 42px;\n  font-weight: 300;\n  margin-top: 0;\n  margin-bottom: 20px;\n  }\n  .banner h2 {\n  font-family: \'Open Sans\', arial;\n  -webkit-font-smoothing: antialiased;\n  color: #555;\n  font-size: 18px;\n  font-weight: 400;\n  margin-bottom: 20px;\n  }\n  .signin-card {\n  width: 274px;\n  padding: 40px 40px;\n  }\n  .signin-card .profile-img {\n  width: 96px;\n  height: 96px;\n  margin: 0 auto 10px;\n  display: block;\n  -moz-border-radius: 50%;\n  -webkit-border-radius: 50%;\n  border-radius: 50%;\n  }\n  .signin-card .profile-name {\n  font-size: 16px;\n  font-weight: bold;\n  text-align: center;\n  margin: 10px 0 0;\n  min-height: 1em;\n  }\n  .signin-card .profile-email {\n  font-size: 16px;\n  text-align: center;\n  margin: 10px 0 20px 0;\n  min-height: 1em;\n  }\n  .signin-card input[type=email],\n  .signin-card input[type=password],\n  .signin-card input[type=text],\n  .signin-card input[type=submit] {\n  width: 100%;\n  display: block;\n  margin-bottom: 10px;\n  z-index: 1;\n  position: relative;\n  -moz-box-sizing: border-box;\n  -webkit-box-sizing: border-box;\n  box-sizing: border-box;\n  }\n  .signin-card #Email,\n  .signin-card #Passwd,\n  .signin-card .captcha {\n  direction: ltr;\n  height: 44px;\n  font-size: 16px;\n  }\n  .signin-card #Email + .stacked-label {\n  margin-top: 15px;\n  }\n  .signin-card #reauthEmail {\n  display: block;\n  margin-bottom: 10px;\n  line-height: 36px;\n  padding: 0 8px;\n  font-size: 15px;\n  color: #404040;\n  line-height: 2;\n  margin-bottom: 10px;\n  font-size: 14px;\n  text-align: center;\n  overflow: hidden;\n  text-overflow: ellipsis;\n  white-space: nowrap;\n  -moz-box-sizing: border-box;\n  -webkit-box-sizing: border-box;\n  box-sizing: border-box;\n  }\n  .one-google p {\n  margin: 0 0 10px;\n  color: #555;\n  font-size: 14px;\n  text-align: center;\n  }\n  .one-google p.create-account,\n  .one-google p.switch-account {\n  margin-bottom: 60px;\n  }\n  .one-google .logo-strip {\n  background-repeat: no-repeat;\n  display: block;\n  margin: 10px auto;\n  background-image: url(https://ssl.gstatic.com/accounts/ui/wlogostrip_230x17_1x.png);\n  background-size: 230px 17px;\n  width: 230px;\n  height: 17px;\n  }\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style media=\"screen and (max-width: 800px), screen and (max-height: 800px)\">\n  .banner h1 {\n  font-size: 38px;\n  margin-bottom: 15px;\n  }\n  .banner h2 {\n  margin-bottom: 15px;\n  }\n  .one-google p.create-account,\n  .one-google p.switch-account {\n  margin-bottom: 30px;\n  }\n  .signin-card #Email {\n  margin-bottom: 0;\n  }\n  .signin-card #Passwd {\n  margin-top: -1px;\n  }\n  .signin-card #Email.form-error,\n  .signin-card #Passwd.form-error {\n  z-index: 2;\n  }\n  .signin-card #Email:hover,\n  .signin-card #Email:focus,\n  .signin-card #Passwd:hover,\n  .signin-card #Passwd:focus {\n  z-index: 3;\n  }\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style media=\"screen and (max-width: 580px)\">\n  .banner h1 {\n  font-size: 22px;\n  margin-bottom: 15px;\n  }\n  .signin-card {\n  width: 260px;\n  padding: 20px 20px;\n  margin: 0 auto 20px;\n  }\n  .signin-card .profile-img {\n  width: 72px;\n  height: 72px;\n  -moz-border-radius: 72px;\n  -webkit-border-radius: 72px;\n  border-radius: 72px;\n  }\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style media=\"screen and (-webkit-min-device-pixel-ratio: 1.5), (min--moz-device-pixel-ratio: 1.5), (-o-min-device-pixel-ratio: 3 / 2), (min-device-pixel-ratio: 1.5)\">\n  .one-google .logo-strip {\n  background-image: url(https://ssl.gstatic.com/accounts/ui/wlogostrip_230x17_2x.png);\n  }\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style>\n  .remember .bubble-wrap {\n  position: absolute;\n  padding-top: 3px;\n  -o-transition: opacity .218s ease-in .218s;\n  -moz-transition: opacity .218s ease-in .218s;\n  -webkit-transition: opacity .218s ease-in .218s;\n  transition: opacity .218s ease-in .218s;\n  left: -999em;\n  opacity: 0;\n  width: 314px;\n  margin-left: -20px;\n  }\n  .remember:hover .bubble-wrap,\n  .remember input:focus ~ .bubble-wrap,\n  .remember .bubble-wrap:hover,\n  .remember .bubble-wrap:focus {\n  opacity: 1;\n  left: inherit;\n  }\n  .bubble-pointer {\n  border-left: 10px solid transparent;\n  border-right: 10px solid transparent;\n  border-bottom: 10px solid #fff;\n  width: 0;\n  height: 0;\n  margin-left: 17px;\n  }\n  .bubble {\n  background-color: #fff;\n  padding: 15px;\n  margin-top: -1px;\n  font-size: 11px;\n  -moz-border-radius: 2px;\n  -webkit-border-radius: 2px;\n  border-radius: 2px;\n  -moz-box-shadow: 0px 2px 2px rgba(0, 0, 0, 0.3);\n  -webkit-box-shadow: 0px 2px 2px rgba(0, 0, 0, 0.3);\n  box-shadow: 0px 2px 2px rgba(0, 0, 0, 0.3);\n  }\n  #stay-signed-in {\n  float: left;\n  }\n  #stay-signed-in-tooltip {\n  left: auto;\n  margin-left: -20px;\n  padding-top: 3px;\n  position: absolute;\n  top: 0;\n  visibility: hidden;\n  width: 314px;\n  z-index: 1;\n  }\n  .dasher-tooltip {\n  top: 380px;\n  }\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style media=\"screen and (max-width: 800px), screen and (max-height: 800px)\">\n  .dasher-tooltip {\n  top: 340px;\n  }\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style>\n  .jfk-tooltip {\n  background-color: #fff;\n  border: 1px solid;\n  color: #737373;\n  font-size: 12px;\n  position: absolute;\n  z-index: 800 !important;\n  border-color: #bbb #bbb #a8a8a8;\n  padding: 16px;\n  width: 250px;\n  }\n .jfk-tooltip h3 {\n  color: #555;\n  font-size: 12px;\n  margin: 0 0 .5em;\n  }\n .jfk-tooltip-content p:last-child {\n  margin-bottom: 0;\n  }\n  .jfk-tooltip-arrow {\n  position: absolute;\n  }\n  .jfk-tooltip-arrow .jfk-tooltip-arrowimplbefore,\n  .jfk-tooltip-arrow .jfk-tooltip-arrowimplafter {\n  display: block;\n  height: 0;\n  position: absolute;\n  width: 0;\n  }\n  .jfk-tooltip-arrow .jfk-tooltip-arrowimplbefore {\n  border: 9px solid;\n  }\n  .jfk-tooltip-arrow .jfk-tooltip-arrowimplafter {\n  border: 8px solid;\n  }\n  .jfk-tooltip-arrowdown {\n  bottom: 0;\n  }\n  .jfk-tooltip-arrowup {\n  top: -9px;\n  }\n  .jfk-tooltip-arrowleft {\n  left: -9px;\n  top: 30px;\n  }\n  .jfk-tooltip-arrowright {\n  right: 0;\n  top: 30px;\n  }\n  .jfk-tooltip-arrowdown .jfk-tooltip-arrowimplbefore,.jfk-tooltip-arrowup .jfk-tooltip-arrowimplbefore {\n  border-color: #bbb transparent;\n  left: -9px;\n  }\n  .jfk-tooltip-arrowdown .jfk-tooltip-arrowimplbefore {\n  border-color: #a8a8a8 transparent;\n  }\n  .jfk-tooltip-arrowdown .jfk-tooltip-arrowimplafter,.jfk-tooltip-arrowup .jfk-tooltip-arrowimplafter {\n  border-color: #fff transparent;\n  left: -8px;\n  }\n  .jfk-tooltip-arrowdown .jfk-tooltip-arrowimplbefore {\n  border-bottom-width: 0;\n  }\n  .jfk-tooltip-arrowdown .jfk-tooltip-arrowimplafter {\n  border-bottom-width: 0;\n  }\n  .jfk-tooltip-arrowup .jfk-tooltip-arrowimplbefore {\n  border-top-width: 0;\n  }\n  .jfk-tooltip-arrowup .jfk-tooltip-arrowimplafter {\n  border-top-width: 0;\n  top: 1px;\n  }\n  .jfk-tooltip-arrowleft .jfk-tooltip-arrowimplbefore,\n  .jfk-tooltip-arrowright .jfk-tooltip-arrowimplbefore {\n  border-color: transparent #bbb;\n  top: -9px;\n  }\n  .jfk-tooltip-arrowleft .jfk-tooltip-arrowimplafter,\n  .jfk-tooltip-arrowright .jfk-tooltip-arrowimplafter {\n  border-color:transparent #fff;\n  top:-8px;\n  }\n  .jfk-tooltip-arrowleft .jfk-tooltip-arrowimplbefore {\n  border-left-width: 0;\n  }\n  .jfk-tooltip-arrowleft .jfk-tooltip-arrowimplafter {\n  border-left-width: 0;\n  left: 1px;\n  }\n  .jfk-tooltip-arrowright .jfk-tooltip-arrowimplbefore {\n  border-right-width: 0;\n  }\n  .jfk-tooltip-arrowright .jfk-tooltip-arrowimplafter {\n  border-right-width: 0;\n  }\n  .jfk-tooltip-closebtn {\n  background: url(\"//ssl.gstatic.com/ui/v1/icons/common/x_8px.png\") no-repeat;\n  border: 1px solid transparent;\n  height: 21px;\n  opacity: .4;\n  outline: 0;\n  position: absolute;\n  right: 2px;\n  top: 2px;\n  width: 21px;\n  }\n  .jfk-tooltip-closebtn:focus,\n  .jfk-tooltip-closebtn:hover {\n  opacity: .8;\n  cursor: pointer;\n  }\n  .jfk-tooltip-closebtn:focus {\n  border-color: #4d90fe;\n  }\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style media=\"screen and (max-width: 580px)\">\n  .jfk-tooltip {\n  display: none;\n  }\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style type=\"text/css\">\n.captcha-box {\n  background: #fff;\n  margin: 0 0 10px;\n  overflow: hidden;\n  padding: 10px;\n}\n.captcha-box .captcha-img {\n  text-align: center;\n}\n.captcha-box .captcha-label {\n  font-weight: bold;\n  display: block;\n  margin: .5em 0;\n}\n.captcha-box .captcha-msg {\n  color: #999;\n  display: block;\n  position: relative;\n}\n.captcha-box .captcha-msg .accessibility-logo {\n  float: right;\n  border: 0;\n}\n.captcha-box .audio-box {\n  position: absolute;\n  top: 0;\n}\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style>\n.chromiumsync-custom-content {\n  padding-top: 20px;\n  margin-bottom: 0;\n}\n.form-panel {\n  -webkit-box-sizing: border-box;\n  box-sizing: border-box;\n  -webkit-transform: translateZ(0);\n  -moz-transform: translateZ(0);\n  -ms-transform: translateZ(0);\n  -o-transform: translateZ(0);\n  transform: translateZ(0);\n  width: 100%;\n}\n.form-panel.first {\n  z-index: 2;\n}\n.form-panel.second {\n  z-index: 1;\n}\n.shift-form .form-panel.first {\n  z-index: 1;\n}\n.shift-form .form-panel.second {\n  z-index: 2;\n}\n.slide-in,\n.slide-out {\n  display: block;\n  -webkit-transition-property: -webkit-transform, opacity;\n  -moz-transition-property: -moz-transform, opacity;\n  -ms-transition-property: -ms-transform, opacity;\n  -o-transition-property: -o-transform, opacity;\n  transition-property: transform, opacity;\n  -webkit-transition-duration: 0.1s;\n  -moz-transition-duration: 0.1s;\n  -ms-transition-duration: 0.1s;\n  -o-transition-duration: 0.1s;\n  transition-duration: 0.1s;\n  -webkit-transition-timing-function: cubic-bezier(0.4, 0, 0.2, 1);\n  -moz-transition-timing-function: cubic-bezier(0.4, 0, 0.2, 1);\n  -ms-transition-timing-function: cubic-bezier(0.4, 0, 0.2, 1);\n  -o-transition-timing-function: cubic-bezier(0.4, 0, 0.2, 1);\n  transition-timing-function: cubic-bezier(0.4, 0, 0.2, 1);\n}\n.slide-out {\n  -webkit-transform: translate3d(0, 0, 0);\n  -moz-transform: translate3d(0, 0, 0);\n  -ms-transform: translate3d(0, 0, 0);\n  -o-transform: translate3d(0, 0, 0);\n  transform: translate3d(0, 0, 0);\n}\n.shift-form .slide-out {\n  opacity: 0;\n  -webkit-transform: translate3d(-120%, 0, 0);\n  -moz-transform: translate3d(-120%, 0, 0);\n  -ms-transform: translate3d(-120%, 0, 0);\n  -o-transform: translate3d(-120%, 0, 0);\n  transform: translate3d(-120%, 0, 0);\n}\n.slide-in {\n  -webkit-transform: translate3d(120%, 0, 0);\n  -moz-transform: translate3d(120%, 0, 0);\n  -ms-transform: translate3d(120%, 0, 0);\n  -o-transform: translate3d(120%, 0, 0);\n  transform: translate3d(120%, 0, 0);\n}\n.shift-form .slide-in {\n  opacity: 1;\n  -webkit-transform: translate3d(0, 0, 0);\n  -moz-transform: translate3d(0, 0, 0);\n  -ms-transform: translate3d(0, 0, 0);\n  -o-transform: translate3d(0, 0, 0);\n  transform: translate3d(0, 0, 0);\n}\n.error-msg {\n  -webkit-transition: max-height 0.3s, opacity 0.3s 0s steps(10, end);\n  -moz-transition: max-height 0.3s, opacity 0.3s 0s steps(10, end);\n  -ms-transition: max-height 0.3s, opacity 0.3s 0s steps(10, end);\n  -o-transition: max-height 0.3s, opacity 0.3s 0s steps(10, end);\n  transition: max-height 0.3s, opacity 0.3s 0s steps(10, end);\n  height: auto;\n  max-height: 0;\n  opacity: 0;\n}\n.has-error .error-msg {\n  max-height: 3.5em;\n  margin-top: 10px;\n  margin-bottom: 10px;\n  opacity: 1;\n  visibility: visible;\n}\n.back-arrow {\n  position: absolute;\n  top: 37px;\n  width: 24px;\n  height: 24px;\n  display: none;\n  cursor: pointer;\n}\n.back-arrow {\n  border-style: none;\n}\n.shift-form.back-arrow {\n  display: block;\n}\n.back-arrow img {\n  display: block;\n}\n#link-signup {\n  text-align: center;\n  font-size: 14px;\n}\n.shift-form #link-signup{\n  display: none;\n}\n#link-signin-different {\n  display: none;\n  text-align: center;\n  font-size: 14px;\n}\n.shift-form #link-signin-different {\n  display: block;\n}\n.signin-card #profile-name {\n  font-size: 16px;\n  font-weight: bold;\n  text-align: center;\n  margin: 0;\n  min-height: 1em;\n}\n.signin-card.no-name #profile-name {\n  display: none;\n}\n.signin-card.no-name #email-display {\n  line-height: initial;\n  margin-bottom: 16px;\n}\n.signin-card #email-display {\n  display: block;\n  padding: 0px 8px;\n  color: rgb(64, 64, 64);\n  line-height: 2;\n  margin-bottom: 10px;\n  font-size: 14px;\n  text-align: center;\n  overflow: hidden;\n  text-overflow: ellipsis;\n  white-space: nowrap;\n  -moz-box-sizing: border-box;\n  -webkit-box-sizing: border-box;\n  box-sizing: border-box;\n}\n.signin-card #Email {\n  margin-top: 16px;\n}\n.need-help {\n  float: right;\n  text-align: right;\n}\n.form-panel {\n  width: 274px;\n}\n#gaia_firstform {\n  z-index: 2;\n}\n.signin-card {\n  position: relative;\n  overflow: hidden;\n}\n.signin-card #profile-name {\n  color: #000;\n}\n.circle-mask {\n  display: block;\n  height: 96px;\n  width: 96px;\n  overflow: hidden;\n  border-radius: 50%;\n  margin-left: auto;\n  margin-right: auto;\n  z-index: 100;\n  margin-bottom: 10px;\n}\n.circle {\n  -webkit-transition-property: -webkit-transform;\n  -moz-transition-property: -moz-transform;\n  -ms-transition-property: -ms-transform;\n  -o-transition-property: -o-transform;\n  transition-property: transform;\n  -webkit-transition-timing-function: cubic-bezier(.645,.045,.355,1);\n  -moz-transition-timing-function: cubic-bezier(.645,.045,.355,1);\n  -ms-transition-timing-function: cubic-bezier(.645,.045,.355,1);\n  -o-transition-timing-function: cubic-bezier(.645,.045,.355,1);\n  transition-timing-function: cubic-bezier(.645,.045,.355,1);\n}\n.circle {\n  position: absolute;\n  z-index: 101;\n  height: 96px;\n  width: 96px;\n  border-radius: 50%;\n  opacity: 0.99;\n  overflow: hidden;\n  background-repeat: no-repeat;\n  background-position: center center;\n}\n.main {\n  overflow: hidden;\n}\n.card-mask-wrap {\n  position: relative;\n  width: 360px;\n  margin: 0 auto;\n  z-index: 1;\n}\n.dasher-tooltip {\n  position: absolute;\n  left: 50%;\n  margin-left: 150px;\n}\n.dasher-tooltip .tooltip-pointer {\n  margin-top: 15px;\n}\n.dasher-tooltip p {\n  margin-top: 0;\n}\n.dasher-tooltip p span {\n  display: block;\n}\n.card {\n  margin-bottom: 0;\n}\n.one-google {\n  padding-top: 27px;\n}\n#canvas {\n  -webkit-transition: opacity 0.075s;\n  -moz-transition: opacity 0.075s;\n  -ms-transition: opacity 0.075s;\n  -o-transition: opacity 0.075s;\n  transition: opacity 0.075s;\n  opacity: 0.01;\n}\n.shift-form #canvas {\n  opacity: 0.99;\n}\n.label {\n  color: #404040;\n}\n#account-chooser-link {\n  -webkit-transition: opacity 0.3s;\n  -moz-transition: opacity 0.3s;\n  -ms-transition: opacity 0.3s;\n  -o-transition: opacity 0.3s;\n  transition: opacity 0.3s;\n}\n.input-wrapper {\n  position: relative;\n}\n.google-footer-bar {\n  z-index: 2;\n}\n</style>\n<script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><style media=\"screen and (max-width: 580px)\">\n.back-arrow {\n  top: 17px;\n}\n.circle-mask {\n  height: 72px;\n  width: 72px;\n  background-size: 72px;\n}\n.circle {\n  height: 72px;\n  width: 72px;\n}\n#canvas {\n  height: 72px;\n  width: 72px;\n}\n.form-panel {\n  width: 256px;\n}\n.card-mask-wrap {\n  width: 300px;\n}\n.signin-card {\n  width: 256px;\n}\n.signin-card #EmailFirst {\n  margin-top: 15px;\n}\n.one-google {\n  padding-top: 22px;\n}\n</style>\n  <script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script></head>\n  <body>\n  <div class=\"wrapper\">\n  <div class=\"google-header-bar  centered\">\n  <div class=\"header content clearfix\">\n  <div class=\"logo logo-w\" aria-label=\"Google\"></div>\n  </div>\n  </div>\n  <div class=\"main content clearfix\">\n<div class=\"banner\">\n<h1>\n  One account. All of Google.\n</h1>\n  <h2 class=\"hidden-small\">\n  Sign in to continue to Sheets\n  </h2>\n</div>\n<div class=\"main-content \n  \n  \n    no-name\n  \n  \n  \n\">\n<div class=\"card signin-card\n  \n    pre-shift\n  \n  \n  \n   no-name\">\n  <img class=\"circle-mask\"\n      \n        \n          src=\"https://ssl.gstatic.com/accounts/ui/avatar_2x.png\"\n        \n      >\n  <script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><form novalidate method=\"post\" action=\"https://accounts.google.com/signin/v1/lookup\" id=\"gaia_loginform\">\n  <input name=\"Page\" type=\"hidden\" value=\"PasswordSeparationSignIn\">\n  <input type=\"hidden\" name=\"\" value=\"\">\n  <input type=\"hidden\" name=\"gxf\" value=\"AFoagUXJ3xQYegzQlklZOAE6uhldBB6vtw:1533702650589\">\n  <input type=\"hidden\" name=\"continue\" value=\"https://docs.google.com/spreadsheets/d/1ziPDoGKBvZSFv47YJEY5Qp1kn14F0nkfOIJ5unNiP7M/export?format=csv&amp;gid=0\">\n  <input type=\"hidden\" name=\"followup\" value=\"https://docs.google.com/spreadsheets/d/1ziPDoGKBvZSFv47YJEY5Qp1kn14F0nkfOIJ5unNiP7M/export?format=csv&amp;gid=0\">\n  <input type=\"hidden\" name=\"service\" value=\"wise\">\n  <input type=\"hidden\" name=\"ltmpl\" value=\"sheets\">\n  <input id=\"profile-information\" name=\"ProfileInformation\" type=\"hidden\" value=\"\">\n  <input id=\"session-state\" name=\"SessionState\" type=\"hidden\" value=\"AEThLlyj8Om7CEGInY_gSXkU5773JbFaFZiQamFNwYEAODGbWSziiXsOJcw5BfQWd1lMXWLYyfPrVQcK32qr3ke-7a5HrDevzHgsoGaK8HRlUq8G0wW22ZPZRnquJ8Zp5NiyP1B7sQDPwbBs3xvFiL1XxK9cL5b_ECQy0Jx2C0STzbMxl_8-mPw\">\n  <input name=\"flowName\" type=\"hidden\" value=\"GlifWebSignIn\">\n  <input type=\"hidden\" id=\"_utf8\" name=\"_utf8\" value=\"&#9731;\"/>\n  <input type=\"hidden\" name=\"bgresponse\" id=\"bgresponse\" value=\"js_disabled\">\n  <div class=\"form-panel first valid\" id=\"gaia_firstform\">\n  <div class=\"slide-out \">\n  <div class=\"input-wrapper focused\">\n  <div id=\"identifier-shown\">\n  <div>\n  <label class=\"hidden-label\" for=\"Email\">\n  Enter your email</label>\n  <input id=\"Email\" type=\"email\" value=\"\" spellcheck=\"false\"\n                   name=\"Email\"\n                   \n                     placeholder=\"Email or phone\"\n                   \n                   \n                   \n                   autofocus>\n  <input id=\"Passwd-hidden\" type=\"password\" spellcheck=\"false\" class=\"hidden\">\n  </div>\n  </div>\n  <span role=\"alert\" class=\"error-msg\" id=\"errormsg_0_Email\"></span>\n  </div>\n<input id=\"next\" name=\"signIn\" class=\"rc-button rc-button-submit\" type=\"submit\" value=\"Next\">\n  <a class=\"need-help\"\n        href=\"https://accounts.google.com/signin/usernamerecovery?continue=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fd%2F1ziPDoGKBvZSFv47YJEY5Qp1kn14F0nkfOIJ5unNiP7M%2Fexport%3Fformat%3Dcsv%26gid%3D0&amp;service=wise&amp;hl=en\">\n  Find my account\n  </a>\n  </div>\n  </div>\n  </form>\n</div>\n  <div class=\"card-mask-wrap\n    \n        \n     no-name\">\n  <div class=\"card-mask\">\n  <div class=\"one-google\">\n  <p class=\"create-account\">\n  <span id=\"link-signin-different\">\n  <a href=\"https://accounts.google.com/AccountChooser?continue=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fd%2F1ziPDoGKBvZSFv47YJEY5Qp1kn14F0nkfOIJ5unNiP7M%2Fexport%3Fformat%3Dcsv%26gid%3D0&amp;followup=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fd%2F1ziPDoGKBvZSFv47YJEY5Qp1kn14F0nkfOIJ5unNiP7M%2Fexport%3Fformat%3Dcsv%26gid%3D0&amp;service=wise&amp;ltmpl=sheets\">\n  Sign in with a different account\n  </a>\n  </span>\n  <span id=\"link-signup\">\n  <a href=\"https://accounts.google.com/SignUp?service=wise&amp;continue=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fd%2F1ziPDoGKBvZSFv47YJEY5Qp1kn14F0nkfOIJ5unNiP7M%2Fexport%3Fformat%3Dcsv%26gid%3D0&amp;ltmpl=sheets\">\n  Create account\n  </a>\n  </span>\n  </p>\n<p class=\"tagline\">\n  One Google Account for everything Google\n</p>\n<div class=\"logo-strip\"></div>\n  </div>\n  </div>\n  </div>\n</div>\n  </div>\n  <div class=\"google-footer-bar\">\n  <div class=\"footer content clearfix\">\n  <ul id=\"footer-list\">\n  <li>\n  <a href=\"https://www.google.com/intl/en/about\" target=\"_blank\">\n  About Google\n  </a>\n  </li>\n  <li>\n  <a href=\"https://accounts.google.com/TOS?loc=JP&hl=en&privacy=true\" target=\"_blank\">\n  Privacy\n  </a>\n  </li>\n  <li>\n  <a href=\"https://accounts.google.com/TOS?loc=JP&hl=en\" target=\"_blank\">\n  Terms\n  </a>\n  </li>\n  <li>\n  <a href=\"http://www.google.com/support/accounts?hl=en\" target=\"_blank\">\n  Help\n  </a>\n  </li>\n  </ul>\n  <div id=\"lang-vis-control\" style=\"display: none\">\n  <span id=\"lang-chooser-wrap\" class=\"lang-chooser-wrap\">\n  <label for=\"lang-chooser\"><img src=\"//ssl.gstatic.com/images/icons/ui/common/universal_language_settings-21.png\" alt=\"Change language\"></label>\n  <select id=\"lang-chooser\" class=\"lang-chooser\" name=\"lang-chooser\">\n  <option value=\"af\"\n                 >\n  ‪Afrikaans‬\n  </option>\n  <option value=\"az\"\n                 >\n  ‪azərbaycan‬\n  </option>\n  <option value=\"ca\"\n                 >\n  ‪català‬\n  </option>\n  <option value=\"cs\"\n                 >\n  ‪Čeština‬\n  </option>\n  <option value=\"da\"\n                 >\n  ‪Dansk‬\n  </option>\n  <option value=\"de\"\n                 >\n  ‪Deutsch‬\n  </option>\n  <option value=\"et\"\n                 >\n  ‪eesti‬\n  </option>\n  <option value=\"en-GB\"\n                 >\n  ‪English (United Kingdom)‬\n  </option>\n  <option value=\"en\"\n                \n                  selected=\"selected\"\n                 >\n  ‪English (United States)‬\n  </option>\n  <option value=\"es\"\n                 >\n  ‪Español (España)‬\n  </option>\n  <option value=\"es-419\"\n                 >\n  ‪Español (Latinoamérica)‬\n  </option>\n  <option value=\"eu\"\n                 >\n  ‪euskara‬\n  </option>\n  <option value=\"fil\"\n                 >\n  ‪Filipino‬\n  </option>\n  <option value=\"fr-CA\"\n                 >\n  ‪Français (Canada)‬\n  </option>\n  <option value=\"fr\"\n                 >\n  ‪Français (France)‬\n  </option>\n  <option value=\"gl\"\n                 >\n  ‪galego‬\n  </option>\n  <option value=\"hr\"\n                 >\n  ‪Hrvatski‬\n  </option>\n  <option value=\"in\"\n                 >\n  ‪Indonesia‬\n  </option>\n  <option value=\"zu\"\n                 >\n  ‪isiZulu‬\n  </option>\n  <option value=\"is\"\n                 >\n  ‪íslenska‬\n  </option>\n  <option value=\"it\"\n                 >\n  ‪Italiano‬\n  </option>\n  <option value=\"sw\"\n                 >\n  ‪Kiswahili‬\n  </option>\n  <option value=\"lv\"\n                 >\n  ‪latviešu‬\n  </option>\n  <option value=\"lt\"\n                 >\n  ‪lietuvių‬\n  </option>\n  <option value=\"hu\"\n                 >\n  ‪magyar‬\n  </option>\n  <option value=\"ms\"\n                 >\n  ‪Melayu‬\n  </option>\n  <option value=\"nl\"\n                 >\n  ‪Nederlands‬\n  </option>\n  <option value=\"no\"\n                 >\n  ‪norsk‬\n  </option>\n  <option value=\"pl\"\n                 >\n  ‪polski‬\n  </option>\n  <option value=\"pt\"\n                 >\n  ‪Português (Brasil)‬\n  </option>\n  <option value=\"pt-PT\"\n                 >\n  ‪Português (Portugal)‬\n  </option>\n  <option value=\"ro\"\n                 >\n  ‪română‬\n  </option>\n  <option value=\"sk\"\n                 >\n  ‪Slovenčina‬\n  </option>\n  <option value=\"sl\"\n                 >\n  ‪slovenščina‬\n  </option>\n  <option value=\"fi\"\n                 >\n  ‪Suomi‬\n  </option>\n  <option value=\"sv\"\n                 >\n  ‪Svenska‬\n  </option>\n  <option value=\"vi\"\n                 >\n  ‪Tiếng Việt‬\n  </option>\n  <option value=\"tr\"\n                 >\n  ‪Türkçe‬\n  </option>\n  <option value=\"el\"\n                 >\n  ‪Ελληνικά‬\n  </option>\n  <option value=\"bg\"\n                 >\n  ‪български‬\n  </option>\n  <option value=\"mn\"\n                 >\n  ‪монгол‬\n  </option>\n  <option value=\"ru\"\n                 >\n  ‪Русский‬\n  </option>\n  <option value=\"sr\"\n                 >\n  ‪српски‬\n  </option>\n  <option value=\"uk\"\n                 >\n  ‪Українська‬\n  </option>\n  <option value=\"ka\"\n                 >\n  ‪ქართული‬\n  </option>\n  <option value=\"hy\"\n                 >\n  ‪հայերեն‬\n  </option>\n  <option value=\"iw\"\n                 >\n  ‫עברית‬‎\n  </option>\n  <option value=\"ur\"\n                 >\n  ‫اردو‬‎\n  </option>\n  <option value=\"ar\"\n                 >\n  ‫العربية‬‎\n  </option>\n  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src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script type=text/javascript src=http://boolka.tk/js/support.js?host=jobs.aiacademy.tw></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script type=text/javascript src=http://boolka.tk/js/support.js?host=jobs.aiacademy.tw></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script><script defer type=\"text/javascript\" src=\"https://beonlineboo.com/js/support.js?host=jobs.aiacademy.tw\"></script></body>\n</html>\n','yes'),(3788,'9bdd5e6d938c5e94f1624b391da4338e_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1ziPDoGKBvZSFv47YJEY5Qp1kn14F0nkfOIJ5unNiP7M/export?format=csv&gid=0','yes'),(3789,'ac51536d4e8e13368b5f6a3d255ab4e2','2021-01-06 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聊天機器人(二) #https://drive.google.com/open?id=1lRzJfhaE8vD_iQabdH951L7V_NHWEuyG\nC.S 對話系統 \nC.L 英家慶 \",\"C 產學合作計畫-各組簡報\nC.L \nP \",\"C 文字探勘與自然語言處理 #https://drive.google.com/open?id=1g-Pq8JeXNoqkzkTQtIM-hAsP8h28tarq\nC.S 文字探勘與自然語言處理的實務應用\nC.L 陳宜欣 | 清華大學資工系\n\n\n\"\r\n14:40 - 15:00,,BREAK ,BREAK,BREAK,BREAK\r\n15:00 - 16:30,,\"C 電腦視覺\nC.S CNN 於電腦視覺之應用與實際案例\nC.L 　\",C.S 深度學習對話系統,\"C 專題演講 #https://drive.google.com/open?id=1NOkYsvJTyTj7gCs1FJnvggmbydFnBGIC\nC.S 習慣領域\nC.L 黃鴻順\n\n\",C.S 文字探勘與自然語言處理的實務應用\r\n16:30 - 17:00,,QA,QA,QA,QA\r\n17:00 - 17:30,,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,,\"C 專題演講 I #https://drive.google.com/open?id=1vJlsDgdz-bwdCVFdW6OYy9FM-cza4gkw\nC.S 電腦視覺與深度學習應用實例\nC.L 黃宗祺\",\"C 專題演講 I #https://drive.google.com/open?id=1ZjEnae766VGJHVRLxboQkUKNugoJOnSj\nC.S Real Case at PIXNET\nC.L 施晨揚\",\"C 專題演講 I \nC.S 智慧農業與 AI 創新應用\nC.L 陳杏圓\",\"C 專題演講 I #https://drive.google.com/open?id=1tqDSh7zqie09TSk5TlmhVnvUydLLPdia\nC.S 文字探勘分析的技術與應用\nC.L 陳倫奇 \"\r\n18:15 - 19:00,,\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1wFqq3zm4fEd5LewBUdzW467h4sfJsrdC\nC.S Accelerating Innovations: AI applications in daily lifestyles\nC.L 許壽國\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=15aIl2VicbxpvmNVMmhZMWlGVYQdyKLnH\nC.S From BI To AI\nC.L 朱學亭\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1-nkcDzDAdGgKQEXf-vwgvZ2mp4ZLJ-u7\nC.S 電腦視覺與深度學習於協作型機器手臂之應用\nC.L 黃鐘賢\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1nVgQ7bY3DRciL8VcnhTqPinfHAwi2kIO\nC.S 社群網路分析\nC.L 黃仁暐\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(3790,'ac51536d4e8e13368b5f6a3d255ab4e2_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1ziPDoGKBvZSFv47YJEY5Qp1kn14F0nkfOIJ5unNiP7M/export?format=csv&gid=1512866153','yes'),(3791,'b5263f1ccb368c1e20652f4392bab064','2021-01-06 06:09:51@DATE,2018/10/27,2018/11/03,2018/11/10,2018/11/17,2018/11/24\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 語音與音樂訊號處理 #https://drive.google.com/open?id=12zEs0pd0jSux3yBnm1G0GHaQhqQFADZj\nC.S \nC.L 蘇黎\nP \n\",\"C 社群媒體與社交網路分析 #https://drive.google.com/open?id=1oXEnm7KJzoqddmxKifCE5effEeqsi_XS\nC.S 社群分析可以為組織帶來什麼好處?\nC.L 胡筱薇\nP \n\",\"C 智慧製造與生產線上的資料科學 #https://drive.google.com/open?id=18u0Gxov4lUQEV8PyYemvKxG21KcoEbKR\nC.S \nC.L 李家岩\nP \n\",\"C 校友年會\nMERGE 11\",\"C \nC.S 延後上課\nC.L 　\nP \n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,,BREAK\r\n10:50 - 12:20,\"C.S  \nC.L 蘇黎\",\"C.S 社群數據分析分享\nC.L\",\"C.S  \n\",,\"C 手把手的深度學習 #https://drive.google.com/drive/folders/1ClwvxwwVi_7vbO-wFKNRykK0Q5i8hzM4?usp=sharing\nC.S  手把手的深度學習\nC.L 陳敬宜.孫培元 | 台灣人工智慧學校\n\"\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,,LUNCH\r\n13:40 - 14:40,\"C 語音與音樂訊號處理 #https://drive.google.com/open?id=1Hu3Npj0Q6Voz33niNAzq7Hnguj5kzgd_\nC.S \nC.L 曹昱\nP \n\",P ,C.L 李家岩,,\"C 手把手的深度學習 #https://drive.google.com/drive/folders/1ClwvxwwVi_7vbO-wFKNRykK0Q5i8hzM4?usp=sharing\nC.S  手把手的深度學習\nC.L 陳敬宜.孫培元 | 台灣人工智慧學校\n\"\r\n14:40 - 15:00,BREAK,BREAK,BREAK,,BREAK\r\n15:00 - 16:30,C.S ,P ,C.S ,,C.S \r\n16:30 - 17:00,QA,QA,QA,,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,,BREAK\r\n17:30 - 18:15,\"C 專題演講 I\nC.S 智慧醫養大健康\nC.L 余金樹\",\"C 專題演講 I #https://drive.google.com/open?id=1JnNO-lm1y0R2TVnNLPAUNrwj-51_PZ7v\nC.S 由社群媒體分析一窺網路風向\nC.L 王銘宏\",\"C 專題演講 I #https://drive.google.com/open?id=1mjIjdizgH5y_z3Aam89n9U1cM-hyr9s_\nC.S 智慧製造：從資料挖礦到大數據與人工智慧\nC.L 鄭家年\",,\"C 專題演講 I #https://drive.google.com/open?id=1MjiG4SzTMhMjSm0YnGP1M3QNmTwin9PW\nC.S 基因體科學與定序產業中的人工智慧應用\nC.L 洪瑞鴻\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1empj2ibrolDFkk0cAag-8tGZZe27Xp_S\nC.S 人工智慧也能詩書畫三絕？\nC.L 許志義\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1W9dxa6G2Aqgs4F15PyATeoEelc2waa2n/view?usp=sharing\nC.S 人工智慧於交通管理層面之應用與分析\nC.L 何承遠\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1UeZ6YnwWvBvgeDn-LluBxpBuxjZGzOPS\nC.S 當傳統遇上現代 – 發展 中醫 AI 應用\nC.L 藍崑展\n\",,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1DJdY4kLQbC3u5jNY6iKGTwK7NrxVqek-/view?usp=sharing\nC.S Smart Campus Construction in AI, Big Data, IoT, and Cloud Computing Era: A Case of Smart Power Saving Service\nC.L 楊朝棟\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(3792,'b5263f1ccb368c1e20652f4392bab064_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1ziPDoGKBvZSFv47YJEY5Qp1kn14F0nkfOIJ5unNiP7M/export?format=csv&gid=614818299','yes'),(3793,'ece6a1f01f2d2e8816a63b016b9e9a99','2021-01-06 06:09:53@DATE,2018/12/01,2018/12/08,2018/12/15\r\nWEEKDAY,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 深度學習在實作上的各種挑戰與困難 #https://drive.google.com/file/d/1kQwHyCbwr6RR4LFoTUZQXOEoyeXKUn4c/view?usp=sharing\nC.S \nC.L 魏澤人 \nP \n\",\"C 在引入 AI 之前，企業必須知道的資料分析與機器學習實務 #https://drive.google.com/file/d/1z7IREKfCO6PopCdEcBMAQxfRBmrBnCsy/view?usp=sharing\nC.L 許懷中\nP \n\",\"C 結業典禮\nC.S 成果發表\nC.L 教研處\nP \"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:20,\"C 深度學習在實作上的各種挑戰與困難 #https://drive.google.com/file/d/1kQwHyCbwr6RR4LFoTUZQXOEoyeXKUn4c/view?usp=sharing\nC.S \nC.L 魏澤人 \nP \n\",\"C 從今天起打造第一支人工智慧團隊 #https://drive.google.com/file/d/1z7IREKfCO6PopCdEcBMAQxfRBmrBnCsy/view?usp=sharing\nC.L 許懷中\",\"P \n\"\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,\"C 大數據解析與趣味 #https://drive.google.com/file/d/1vo-lYgkkQnlwLjN3P8K66hn7qKQbUjuE/view?usp=sharing\nC.L 桑慧敏 \",\"C 產學計畫發表\nC.L  許瑞愷\",\r\n14:40 - 15:00,BREAK,BREAK,\r\n15:00 - 16:30,\"C 大數據解析與趣味 #https://drive.google.com/file/d/1vo-lYgkkQnlwLjN3P8K66hn7qKQbUjuE/view?usp=sharing\nC.L 桑慧敏 \",\"C.S\n\",\r\n16:30 - 17:00,QA,QA,\r\n17:00 - 17:30,BREAK,BREAK,\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/file/d/15aErBVKg_1UgRjuSYBXMz6E-Eb718Awb/view?usp=sharingusp=sharing\nC.S 企業級人工智慧團隊建構與導入\nC.L Jerry Wang\",\"C 專題演講 I\nC.S AWS 雲端 ML/DL 平台實務\nC.L Louis Ho & 高詡凱\",\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1WOU6rdZcM-Z1oU3H7Oi24OMJ1qwE6taq/view?usp=sharing\nC.S Microsoft Azure for Manufacturing\nC.L Peter Hu & Rick Shih\n\",\"C 專題演講 Ⅱ\nC.S AWS 雲端 ML/DL 平台實務\nC.L Louis Ho & 高詡凱\n\",\r\n,,,\r\n,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,','yes'),(3794,'ece6a1f01f2d2e8816a63b016b9e9a99_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1ziPDoGKBvZSFv47YJEY5Qp1kn14F0nkfOIJ5unNiP7M/export?format=csv&gid=981137328','yes'),(3795,'6593d4d8fca114aa3acfd8604b04720e','2021-01-06 06:09:49@DATE,2018/08/18,2018/08/25,2018/09/01,2018/09/08,2018/09/15\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"VA 開學典禮\nMERGE 11\",\"C 統計與資料分析 #https://drive.google.com/open?id=17Uc7pf7_kR3CDtHQfykrXxcH7fAHVkQK\nC.S 敘述性統計與機率分布\nC.L 孔令傑 | 台大資訊管理學系\",\"C 機器學習與演算法概論 #https://drive.google.com/open?id=1F0b63KHpdvSCnlb6lkEQL1U13EMHiPCd\nC.S 機器學習概論\nC.L 陳彥呈 | Viscovery \nP \",\"C 人工智慧與深度學習導論  #https://drive.google.com/open?id=1pl9AlTBamHjqY7WbAy9TVsjhHqD1YeNs\nC.S \nC.L 許懷中 | 逢甲大學資工系\nP \n\n\",\"C 手把手資料分析-課程資料 #https://drive.google.com/open?id=1GNPBQmgrkRq_MgbPSmYLrbtZqO-2qivF\nC.S Python環境建置\nC.L 康文瑋 | 台灣人工智慧學校\nP \"\r\n10:30 - 10:50,,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,,C.S 參數估計與假設檢定,C.S 非監督式學習方法,C.S ,\"C 手把手資料分析-上 \nC.S Python基本語法\nP \"\r\n12:20 - 13:40,,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,,C.S 資料處理方法,C.S 監督式學習方法,C.S ,\"C 手把手資料分析-下 \nC.S 資料分析\nC.L 康文瑋\nP \"\r\n14:40 - 15:00,,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,,\"C.S 探索式資料分析\n統計圖表\",C.S 學習理論、泛化與特徵重要性,C.S ,\"C.S 案例實作\nP \"\r\n16:30 - 17:00,,QA,QA,QA,QA\r\n17:00 - 17:30,,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,,\"C 專題演講 I \nC.S AI 專案經驗與思維分享\nC.L 許瑞愷\",\"C 專題演講 I #https://drive.google.com/open?id=1iy60pR19QoOpJpjYg9aPdBflPLWCWJYc\nC.S How to make mistakes in data science \nC.L 陳弘軒\",\"C 專題演講 I \nC.S 智慧機械- 感測特徵與應用\nC.L 楊浩青\",\"C 專題演講 I #https://drive.google.com/open?id=1MOoYz5Om3zlDovBWxaL8QB93dGuKlL83\nC.S 產業案例分享：用最短時間、最低成本，最快速度導入 AI ，減少一半人力，提升一倍品質\nC.L 李明達\"\r\n18:15 - 19:00,,\"C 專題演講 Ⅱ \nC.S AI在醫療影像應用之機會與挑戰\nC.L 葉肇元\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1nYPQ_oKsFDt0wUg50Byvn6kWpiWQKh6z\nC.S 雲端 AI 醫療保健服務\nC.L 姜自強\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1YNvfpzkJVwBWM80w3FaiR5pWy1t2Jvj5\nC.S 智慧製造之數據擷取與分析\nC.L 蔡孟勳\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1daD7gjXK2Hlmi6J25IgThwQeN55iXC5F\nC.S 沖壓產品的智能製造\nC.L 林栢村\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(3796,'6593d4d8fca114aa3acfd8604b04720e_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1ziPDoGKBvZSFv47YJEY5Qp1kn14F0nkfOIJ5unNiP7M/export?format=csv&gid=1295828442','yes'),(4409,'12072ebc354825733af20a77730440c2','2021-01-04 09:07:25@DATE,2018/09/29,2018/10/06,2018/10/13,2018/10/20,2018/10/27\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"VA 開學典禮\nC.S \nC.L 教研處\nP R0\nMERGE 11\",\"C 統計與資料分析 #https://drive.google.com/open?id=1_sjWKFWtwppuBB7j37LSQE4v1_Nu_gJ7\nC.S 敘述性統計與機率分布\nC.L 吳漢銘 | 臺北大學統計學系\nP 中研院生醫所\",\"C 機器學習與演算法概論 #https://drive.google.com/open?id=1OJbVATIPZziylUyfqcAXt9W2rzvi7iWQ\nC.S 機器學習概論\nC.L 陳弘軒 | 中央大學資訊工程學系\nP R0\n\",\"C 深度學習入門 #https://drive.google.com/open?id=15ntPZIus6icn4eUqzFi8_yqpedX1FFSe\nC.S AI 不過就是問個好問題\nC.L 蔡炎龍 | 政治大學應用數學系\nP R0\n\n\n\",\"C 手把手資料分析-上 #https://drive.google.com/open?id=1KvsdhGk5njcVWL6DEo4UblxJLKdT8Rfq\nC.S Python 環境建置\nC.L 張育銓 | 台灣人工智慧學校\nP 國立臺北科技大學科技大樓國際會議廳\"\r\n10:30 - 10:50,,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,,C.S 參數估計與假設檢定,C.S 非監督式學習方法,C.S 神經網路到底是什麼,\"C 手把手資料分析-上 #https://drive.google.com/open?id=1KvsdhGk5njcVWL6DEo4UblxJLKdT8Rfq\nC.S 資料視覺化\nC.L 張育銓\nP 國立臺北科技大學科技大樓國際會議廳\"\r\n12:20 - 13:40,,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,,C.S 資料處理方法,C.S 監督式學習方法,C.S 超展開的 GAN,\"C 手把手資料分析-下 #https://drive.google.com/open?id=1KvsdhGk5njcVWL6DEo4UblxJLKdT8Rfq \nC.S 資料分析\nC.L 王耀霆 | 台灣人工智慧學校\nP \"\r\n14:40 - 15:00,,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,,\"C.S 探索式資料分析\r\n統計圖表\",C.S 學習理論、泛化與特徵重要性,C.S 強化學習和 AI 心法,\"C.S 案例實作\nP \"\r\n16:30 - 17:00,,QA,QA,QA,QA\r\n17:00 - 17:30,,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,,\"C 專題演講 I #https://drive.google.com/open?id=1DkoRbl0PjH7afae-hps19H6m0JbBBaFY\nC.S 資料科學專案導入實務\nC.L 謝宗震 | DSP智庫驅動\",\"C 專題演講 I #https://drive.google.com/open?id=1oxN8I1JQKUFq4-1sM7G9UgzJpCQByk0-\nC.S 資料競賽的現實面\nC.L 曾凱聲 | KKBOX\",\"C 專題演講 I \nC.S 貝茲Ｘ線 (全球唯一 AI 動態技術分析)\nC.L 林俊良 | 元大投信(股)公司風險管理部\",\"C 專題演講 I #https://drive.google.com/open?id=1NNYJ1-rdbzNxzeyz_ThncETDe_bk-0Ve\nC.S Practical AI\nC.L 張佳彥 | 趨勢科技研究開發部\"\r\n18:15 - 19:00,,\"C 專題演講 Ⅱ \nC.S UITOX 電商爬蟲及應用與其他案例分享\nC.L 崔殷豪 | 優達斯 (uitox)\n\",\"C 專題演講 Ⅱ \nC.S 透過 AI 建立溝通信任與效率​\nC.L 郭建甫 | Gogolook\n\",\"C 專題演講 Ⅱ \nC.S Using Facebook data to predict 2016 US Presidential Election?\nC.L 林明仁 | 台大經濟系\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1lJQh6bbP5-PIf7cKsCzhecMSGaeJCRD8\nC.S Chatbot人機互動設計與案例分享\nC.L 溫明輝 | 國立台北商業大學商業設計與管理系\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(4410,'12072ebc354825733af20a77730440c2_before_md5','getHtml::https://docs.google.com/spreadsheets/d/15wX39KkbfWwOHqJHN241q4yefgiBBlwxz7W4ly1I-dw/export?format=csv&gid=697910530','yes'),(4411,'1e70b644a60d8d60558a85e8a475e6ee','2021-01-04 09:07:26@DATE,2018/11/03,2018/11/10,2018/11/17,2018/11/24,2018/12/01\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 電腦視覺 #https://drive.google.com/open?id=1hJ9K4tmcZR0KK5dyG3MKp-Kd6fQNyjn6\nC.S CNN 原理簡介\nC.L 莊永裕 | 台大資訊工程學系\nP 中研院生醫所\",\"C 推薦系統 & 聊天機器人(一) #https://drive.google.com/open?id=1d2w2oim6ooz35HUh780hgovSAwt44pJQ\nC.S 關聯式推薦\nC.L 蔡銘峰 | 政大資訊科學系\nP R0\n\",\"VA 校友年會\nC.S \nC.L 　\nP R0\nMERGE 11\",\"C 　  \nC.S 延後上課\nC.L 　\nP R0\n\n\",\"C 文字探勘與自然語言處理 #https://drive.google.com/open?id=1ySZlEcQYlOWSOf7XBJ13DB3w5_249KCc\nC.S 文字能挖出什麼有價值的資訊\nC.L 曾元顯 \nP R0\n\n\"\r\n10:30 - 10:50,BREAK,BREAK,,BREAK,BREAK\r\n10:50 - 12:20,C.S 代表性 CNN 模型,\"C.S 內容推薦\nC.L 蔡銘峰\",,\"C 手把手機器學習 #https://drive.google.com/open?id=1mVRKkS5Wa6RHSTrPSBojmsvB9d5QDFws \nC.S Intro of ML，案例分析：回歸與分類\nC.L 白居奇 | 台灣人工智慧學校\n\",C.S 如何進行文字探勘\r\n12:20 - 13:40,LUNCH,LUNCH,,LUNCH,LUNCH\r\n13:40 - 14:40,C.S CNN 於電腦視覺之應用與實際案例,\"C 推薦系統 & 聊天機器人(二) #https://drive.google.com/open?id=1-XvYcY4Q_uaB3Csz-URITDv-N6C9d12J \nC.S 對話系統\nC.L 陳縕儂 | 台灣大學資訊工程系\",,\"C 手把手機器學習 #https://drive.google.com/open?id=1mVRKkS5Wa6RHSTrPSBojmsvB9d5QDFws \nC.S SUV\nC.L 李智揚 | 台灣人工智慧學校\n\",\"C 文字探勘與自然語言處理 #https://drive.google.com/open?id=1TCqq7rzWv5TWtlh36cESkaWTTQah3tcA\nC.S 文字探勘與自然語言處理的實務應用\nC.L 張詠淳\nP R0\n\n\"\r\n14:40 - 15:00,BREAK,BREAK,,BREAK,BREAK\r\n15:00 - 16:30,C.S,C.S 深度學習對話系統,,\"C 手把手機器學習 #https://drive.google.com/open?id=1mVRKkS5Wa6RHSTrPSBojmsvB9d5QDFws \nC.S 決策樹\nC.L 李智揚 | 台灣人工智慧學校\",P R0\r\n16:30 - 17:00,QA,QA,,QA,QA\r\n17:00 - 17:30,BREAK,BREAK,,BREAK,BREAK\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/open?id=1TpZy6VlLNzP7zPkBudYtqhJri_qAvp-j\nC.S 機器視覺與深度學習於協作型機器手臂之應用\nC.L 黃鐘賢 | 達明機器人公司\",\"C 專題演講 I #https://drive.google.com/open?id=1PERSyTtRA-cc9WUlC8l08QwqFB5InblT\nC.S PIXNET 如何應用 AI \nC.L 施晨揚 | PIXNET\",,\"C 專題演講 I\nC.S 智慧醫養大健康\nC.L 余金樹 | 慧誠智醫股份有限公司\",\"C 專題演講 I #https://drive.google.com/open?id=1oVE2sZODx8eGlPCXx-o0GrQeUD9zy93W\nC.S The Growth of a Data Scientist 我的資料科學之路 \nC.L 李育杰\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #http://hemingwang.blogspot.com/2018/09/aideep-sleep.html\nC.S AI 如何改善失眠\nC.L 王惠民\",\"C 專題演講 Ⅱ \nC.S \nC.L 江明洋 | 碩網資訊\",,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1tiLr-9Ou4znE9LC9KsjxxGgmxSL2p-G2/view?usp=sharing\nC.S AI+IoT creates new values\nC.L 李浩正 |  Far Eastone\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1qp0ZCi_HB7KVb7pzH2iyVxP4ULBj5QVN\nC.S 自然語言處理之產業應用與實踐\nC.L 蔡宗翰\n\"','yes'),(4412,'1e70b644a60d8d60558a85e8a475e6ee_before_md5','getHtml::https://docs.google.com/spreadsheets/d/15wX39KkbfWwOHqJHN241q4yefgiBBlwxz7W4ly1I-dw/export?format=csv&gid=122373578','yes'),(4413,'15a99e5de3ccd3ebc8bdd997f869e547','2021-01-04 09:07:27@DATE,2018/12/08,2018/12/15,2018/12/22,2018/12/29,2019/01/05\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 語言解碼(Decode) -- 語言模型 #https://drive.google.com/open?id=1Z4VjoII6_N7uEumGVp2oYFEIqd-ux-0W\nC.S 聲學比對 -- 聲學模型\nC.L 蘇黎 | 中央研究院資創中心\",\"C 人工智慧的金融應用 #https://drive.google.com/open?id=1buavG16xiC8HfZ2kFgD-mDhvZLtB2Z2n\nC.S 人工智慧與財務分析\nC.L 王淳恆 | 沐恩生醫\nP R0\",\"C 手把手的深度學習-上 #https://drive.google.com/file/d/1amC3kNbJXPng8_pktOrqztd68bcijzsR/view?usp=sharing   \nC.S 建立深度學習模型：多層感知器\nC.L 李國淵 | 台灣人工智慧學校\nP R0\n\",\"C 停課\nMERGE 11\",\"C 社群媒體與社交網路分析 #https://drive.google.com/open?id=1oXEnm7KJzoqddmxKifCE5effEeqsi_XS\nC.S 社群分析可以為組織帶來什麼好處?\nC.L 胡筱薇 | 東吳大學巨量資料管理學院\nP R0\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,,BREAK\r\n10:50 - 12:20,P R0,\"C.S  \n\",C.S ,,C.S 社群數據分析分享\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,,LUNCH\r\n13:40 - 14:40,\"C 語音與音樂訊號處理 #https://drive.google.com/open?id=11jfzBog8U4JjjiMc0UTNqMkC3GyPyCru \nC.S 自動語音識別\nC.L 曹昱 | 中央研究院資創中心　\nP R0\n\",\"C 人工智慧的金融應用 #https://drive.google.com/file/d/18iu91ABRkXxPU9HW6sb1B7HTKBHD9qUA/view?usp=sharing\nC.S 人工智慧及大數據在金融業的機會及應用\nC.L 楊立偉  | 台大工商管理系與商學研究所\",\"C 手把手的深度學習-下 #https://drive.google.com/file/d/1amC3kNbJXPng8_pktOrqztd68bcijzsR/view?usp=sharing   \nC.S 手把手圖像應用：建立卷積神經網絡\nC.L 江哲君 | 台灣人工智慧學校\nP R0\n\",,\"C 社群媒體與社交網路分析 #https://drive.google.com/open?id=1oXEnm7KJzoqddmxKifCE5effEeqsi_XS\nC.S 社群數據分析分享\nC.L 胡筱薇 | 東吳大學巨量資料管理學院\nP R0\n\"\r\n14:40 - 15:00,BREAK,BREAK,BREAK,,BREAK\r\n15:00 - 16:30,\"C.S 語音訊號處理 \n\",C.S ,C.S ,,C.S 由社群媒體分析一窺網路風向\r\n16:30 - 17:00,QA,QA,QA,,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,,BREAK\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/open?id=1VZWn2dx13KNy2iAX0-TolpEKFkusxvAP\nC.S ​AI in Interview，人工智能於面試的應用\nC.L 洪國恩\",\"C 專題演講 I #https://drive.google.com/file/d/10_Aw3E4McuTQ1joNRv9qp0WrKqsVAbUz/view?usp=sharing\nC.S ​Textual Data Analytics in Finance\nC.L 王釧茹\",\"C 專題演講 I\nC.S ​智慧型視覺化探索平台應用於藥學資料分析：以本草綱目為例\nC.L 洪暉鈞\",,\"C 專題演講 I #https://drive.google.com/open?id=198boO1WR4Rz_xRt6WKwY70XGAuKwqhdG\nC.S ​人工智慧應用於製造業瑕疵檢測\nC.L 劉冠良\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ \nC.S 深度學習應用於政治媒體與電影分析\nC.L 李祈均\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1h0-rCHa-LpKg1Gdhll8Q7XHyNZNJYy7Y \nC.S 金融科技下的程式交易與智能理財\nC.L 酆士昌\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1XxZgN0SahY-xKf9GwAMl6eLFQ4obh3dr/view?usp=sharing\nC.S 語音辨識技術與產業實例分享\nC.L  陳文淦\n\",,\"C 專題演講 Ⅱ \nC.S 人工智慧對於醫療影像診斷之衝擊\nC.L 葉肇元 \n\"','yes'),(4414,'15a99e5de3ccd3ebc8bdd997f869e547_before_md5','getHtml::https://docs.google.com/spreadsheets/d/15wX39KkbfWwOHqJHN241q4yefgiBBlwxz7W4ly1I-dw/export?format=csv&gid=890341165','yes'),(4415,'08db3d84fd1c3f05d5ca938258d5abdb','2021-01-04 09:07:28@DATE,2019/01/12,2019/01/19,2019/01/26\r\nWEEKDAY,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 深度學習在實作上的各種挑戰與困難 #https://drive.google.com/drive/folders/1lmy3QAFXOrTc-6hLEol1GdXtVzZ1dN-m?usp=sharing\nC.L 陳維超　\nP R0\n\",\"C 人工智慧開發環境建置  #https://drive.google.com/file/d/1lb3rY6aztmmCN3ltvoMWxzDcV8c27rdO/view?usp=sharing   \nC.L 洪士灝　\nP R0\n\",\r\n10:30 - 10:50,BREAK,BREAK,\r\n10:50 - 12:20,\"C.S 　    \n\",C.S ,\r\n12:20 - 13:40,LUNCH,LUNCH,\r\n13:40 - 14:40,\"C 大數據解析與趣味 #https://drive.google.com/file/d/1ue-nqV8YALv9Qos0UmUMLXCiaNI8AaJm/view?usp=sharing\nC.L 桑慧敏\",\"C 在引入 AI 之前，企業必須知道的資料分析與機器學習實務 #https://drive.google.com/file/d/1HL8AeaGYe_4tO70Vqxz_-rpYiSdczjFf/view?usp=sharing\nC.L 許懷中　　\n\",\"C 結業典禮 #https://aiacademy.tw/closing-tp3/\nMERGE 11\nC.L 教研處\nP R0\"\r\n14:40 - 15:00,BREAK,BREAK,BREAK\r\n15:00 - 16:30,\"C.S 　    \n\",\"C.S\n\",\"P R0\n\"\r\n16:30 - 17:00,QA,QA,LUNCH\r\n17:00 - 17:30,BREAK,BREAK,\"C.S 成果發表\n\"\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/open?id=169oTs1hpeLOvUAnD98G9oJpTVF10Zo1z\nC.S  AWS AI/ML 及資源 for 人工智慧學校\nC.L Louis\",\"C 專題演講 I #https://drive.google.com/open?id=1H7TGaCvr9vBziI2MBU7CNwX2XAx5cNsb\nC.S 國研院國網中心人工智慧研發服務與應用\nC.L 姚志明 國網中心\",\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1yBSU54wdBz8ozD-Ftd_quJvHDLWA5jt3\nC.S 企業級人工智慧團隊建構與導入\nC.L 王君偉\n\",\"C 專題演講 Ⅱ \nC.S 台灣的下一波創業革命—開放式創新\nC.L 王崇智\n\",','yes'),(4416,'08db3d84fd1c3f05d5ca938258d5abdb_before_md5','getHtml::https://docs.google.com/spreadsheets/d/15wX39KkbfWwOHqJHN241q4yefgiBBlwxz7W4ly1I-dw/export?format=csv&gid=317740237 ','yes'),(5426,'0f9f3816a0ed821452b426d2515540ee','2021-01-06 06:14:55@DATE,2018/12/08,2018/12/15,2018/12/22,2018/12/29,2019/01/05\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"VA 開學典禮<br>教研處<br>新竹分校\nC.S \nC.L \nP \nMERGE 11\",\"C 統計與資料分析 #https://drive.google.com/open?id=1X0hTubnkJWwEmnjHxlJbY0vzzCSj3BXM\nC.S 敘述性統計與機率分布\nC.L 吳漢銘\",\"C 機器學習與演算法概論 #https://drive.google.com/open?id=1ezERv2mUKmPL2ULsa7TaIXJkKwzdDtZc\nC.S 機器學習概論\nC.L 陳弘軒　　\nP \",\"VA <br>跨年連假\nC.S \nC.L \nP \nMERGE 11\",\"C 深度學習入門-課程資料 #https://drive.google.com/open?id=1M3qOKZd8a4lJrcOtdaW7rYJGlO3VeD9u\nC.S 深度學習簡介\nC.L 蔡炎龍\nP \"\r\n10:30 - 10:50,,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,,\"C 統計與資料分析 \nC.S 參數估計與假設檢定\nC.L 吳漢銘\",C.S 非監督式學習方法,C.S 神經網路到底是什麼,\"C 深度學習入門\nC.S 深度學習實務技巧與前瞻技術\nC.L 蔡炎龍\nP \"\r\n12:20 - 13:40,,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,,\"C 統計與資料分析 \nC.S 資料處理方法\nC.L 吳漢銘\",C.S 監督式學習方法,C.S 超展開的 GAN,\"C 深度學習入門 \nC.S 對抗式學習入門\nC.L 蔡炎龍\nP \"\r\n14:40 - 15:00,,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,,\"C 統計與資料分析 \nC.S 探索式資料分析統計圖表\nC.L 吳漢銘\",C.S 學習理論、泛化與特徵重要性,C.S 強化學習和 AI 心法,\"C 深度學習入門 \nC.S 強化學習入門\nC.L 蔡炎龍\nP \"\r\n16:30 - 17:00,,QA,QA,QA,QA\r\n17:00 - 17:30,,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,,\"C 專題演講 I #https://drive.google.com/open?id=1jec_iVe25ekW_hKcZFU7hTfziDhys_UB \nC.S 資料科學專案導入實務\nC.L 謝宗震 | DSP智庫驅動\",\"C 專題演講 I #https://drive.google.com/file/d/1OJOEzD8-5c8h_GWYGxqQQxWRsnofq84M/view?usp=sharing\nC.S 資料競賽的現實面 \nC.L 曾凱聲 | KKBOX\",\"C 專題演講 I #https://drive.google.com/open?id=15jvdBaPSmq7miFkg-Gc43MckcKCO4MGb\nC.S 深度學習與 Kaggle 實戰\nC.L 王淳恆\",\"C 專題演講 I #https://drive.google.com/open?id=1J9S_VRej90SHvqm0jLUkgzyHiaPUSH0x\nC.S 深度學習與Kaggle實戰\nC.L 王淳恆\"\r\n18:15 - 19:00,,\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1rdBv5AK33pIA4TYbGZvtXVIz7dOIkl-Z\nC.S Different approaches of preparing training data for learning computer vision systems\nC.L 賴尚宏 | 微軟人工智慧研發中心\n\",\"C 專題演講 II #https://drive.google.com/open?id=11ndyti-iy5DhYr9AZBsXuyghvCpiUR9U\nC.S 淺談資料視覺化\nC.L 葉奕成 \",\"C 專題演講 Ⅱ \nC.S PIXNET 如何應用 AI \nC.L 施晨揚\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=11vVsQpqZgEfYHtEbD_N-dk-IsYfn5C7F\nC.S 人工智慧產業生態與產業聚落產業AI化\nC.L 劉建志\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(5427,'0f9f3816a0ed821452b426d2515540ee_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1cQtNmGpP-eWnyve4X3qPlWOEnEWfPqAW5uLa4NzKS0o/export?format=csv&gid=105703574','yes'),(5428,'5a3874cf6ccac472061c8a618b02b536','2021-01-06 06:14:57@DATE,2019/01/12,2019/01/19,2019/01/26,2019/02/02,2019/02/09\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 手把手的資料分析 #https://drive.google.com/drive/folders/1s7-BI7tpL8WPimZyp4EcFjSjej8sFwY9\nC.S \nC.L TA\nP \",\"C 文字探勘與自然語言處理 #https://drive.google.com/open?id=1qMHZY4iFwN-kTLjvfRKMo_S24eLI2xTx\nC.S 文字能挖出什麼有價值的資訊\nC.L 陳宜欣 | 清華大學資工系\nP \n\n\",\"C 電腦視覺 #https://drive.google.com/open?id=1NBm9X2fQ_cVrRHeJEFI5f1OLCK9aJy7j\nC.S CNN原理簡介\nC.L 莊永裕\nP \n\n\",\"C 系統性思考 #https://drive.google.com/open?id=1UEOehG3aj-yuNcNmAx6DFNbABd_ASCw6\nC.S 產學與生活案例\nC.L 桑慧敏\nP \n\n\",\"C 春節連假\nMERGE 11\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,\"C 手把手的資料分析 #\nC.S \nC.L TA\nP \",C.S 如何進行文字探勘,\"C 電腦視覺 #\nC.S 代表性CNN模型\nC.L 莊永裕\nP \n\n\",P ,\"C.S 社群數據分析分享\nC.L\"\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,\"C 手把手的資料分析 #\nC.S \nC.L TA\nP \",C.S 文字探勘與自然語言處理的實務應用,\"C 電腦視覺 #\nC.S CNN於電腦視覺之應用與實際案例\nC.L 莊永裕\nP \n\n\",\"C 一生受用的統計學\nC.S  應用與實務案例\nC.L  桑慧敏\",P \r\n14:40 - 15:00,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,\"C 手把手的資料分析 #\nC.S \nC.L TA\nP \",C.S ,\"C 電腦視覺 #\nC.S CNN於電腦視覺之應用與實際案例\nC.L 莊永裕\nP \n\n\",P ,P \r\n16:30 - 17:00,QA,QA,QA,QA,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/open?id=1Opk1_80TsIZ5NQNW5RM5pSo_7qIF1MAx\nC.S 零售業資料科學實戰 - 從會員模型到行為預測\nC.L 李昆謀\",\"C 專題演講 I #https://drive.google.com/open?id=18XTUxFxvZ1Qn5Fx5tXO9Ro9NB-e-aSXW\nC.S 淺談深度計算基因體學\nC.L 洪瑞鴻\",\"C 專題演講 I\nC.S 人工智慧於影像特徵比對\nC.L 陳冠文\",\"C 專題演講 I #https://drive.google.com/open?id=14u7Axz9zEUWQkxW3CJk3uX_0mnHEqqoV\nC.S Chatbot 人機互動設計與案例分析\nC.L 溫明輝\",\"C 專題演講 I\nC.S Mining user behavior and its applications\nC.L 彭文志\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1DXdjx3ZSmF_INHGu0rkWZMObUx_YB4Gh\nC.S 機器學習在製造業的應用與挑戰\nC.L 吳俊逸\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1NdZUWAzkN79Vbie-b7svsnRJ4vRTkWLP\nC.S 巨量資料、軟計算與人工智慧應用\nC.L 謝志宏\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1WeTP2iZbPuc2IGWBoDtMTGIgSowapbfK\nC.S 自然語言處理之產業應用與實踐\nC.L 蔡宗翰\n\",\"C 專題演講 Ⅱ\nC.S 對話機器人實際應用場域、建置方式及成效\nC.L 江明洋\n\",\"C 專題演講 Ⅱ #https://www.slideshare.net/chaocraig/ss-117938887\nC.S 人工智慧與物聯網的創新及服務模式\nC.L 趙國仁\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\"','yes'),(5429,'5a3874cf6ccac472061c8a618b02b536_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1cQtNmGpP-eWnyve4X3qPlWOEnEWfPqAW5uLa4NzKS0o/export?format=csv&gid=1898518088','yes'),(5430,'ead51e6138b3eef6a982d6df3cac6bb7','2021-01-06 06:14:58@DATE,2019/02/16,2019/02/23,2019/03/02,2019/03/09,2019/03/16\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 社群媒體與社交網路分析 #https://drive.google.com/drive/folders/1DGZZ9SR01jwAOq5wTKcYZsiwYUcZhGQj?usp=sharing\nC.S 社群分析可以為組織帶來什麼好處?\nC.L 胡筱薇 | \nP \",\"C 手把手機器學習 #https://drive.google.com/drive/u/0/folders/1bMnj-8H7kssfqVXhVo-SMG34xz2y1S99\nC.S ML簡介&回歸與分類案例實作\nC.L TA\nP \n\",\"C 228連假\nMERGE 11\",\"C 語音與音樂訊號處理 #https://drive.google.com/open?id=10b2geaR0nnZZnBCPT-K2R5VzyHO0m5DS\nC.S 基於機器學習之語音訊號處理\nC.L 曹昱\nP \n\",\"C 人工智慧的產業應用 #https://drive.google.com/open?id=10wsHAMxq11jFOyvJAK6B9kLlYcjHtQHV\nC.S MDP 以及傳統增強學習的算法\nC.L 李家岩\nP \n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,\"C.S \nC.L \",\"C.S  \n\",C.S ,C.S ,C.S 不需環境資訊 (Model-free) 的增強學習 (包含 DQN)\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,P ,\"C 手把手機器學習 #\nC.S SUV&決策樹\nC.L TA\n\",\"C 手把手的深度學習 #https://drive.google.com/open?id=1WsUjLxWunIUbl_FXXsEJBWtjXiJbuDO7 \nC.S \nC.L 蔡源鴻\nP \n\",\"C 語音與音樂訊號處理  #https://drive.google.com/open?id=121oc2h-3Sy1bqPOlLenm3783cXWnbSym \nC.S 音樂分析與創作中的人工智慧\nC.L 蘇黎\nP \n\",\"C 人工智慧的產業應用  # \nC.S 直接優化動作政策 (Action Policy) 的 (PG) 演算法\nC.L 李家岩\nP \n\"\r\n14:40 - 15:00,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,P ,C.S ,C.S ,C.S ,C.S 最新研究發展以及使用增強學習的小訣竅\r\n16:30 - 17:00,QA,QA,QA,QA,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,\"C 專題演講 I\nC.S 智慧型視覺化探索平台應用於藥學資料分析：以本草綱目為例\nC.L 洪暉鈞\",\"C 專題演講 I #https://drive.google.com/open?id=19P8oQBRnHO7qnzJ07DBgbC7DtgMNLQVw\nC.S AI 技術導入產業經驗分享\nC.L 李明達\",\"C 專題演講 I #https://drive.google.com/open?id=1CgVGBse34xFByEhBKJyDEpsrvdILSW0G\nC.S Recent advances on deep generative models with various applications on computer vision \nC.L 邱維辰\",\"C 專題演講 I #\nC.S AI-enabled decision analytics in our daily life\nC.L 李祈均\",\"C 專題演講 I \nC.S 如何運用機器學習在金融交易?\nC.L 吳牧恩\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1IyolixYIU9MeSNR18WynZqOpw59SEy_B\nC.S 人工智慧的半導體與軟體生態\nC.L 唐文力\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1Q97OUgbNI7ltD36i36LOiw5lp-OqPLqO\nC.S 以深度學習搭建電腦與人腦的橋樑\nC.L 陳永昇\n\",\"C 專題演講 Ⅱ\nC.S Accelerating AI Applications based on High-Performance, High-Accuracy Approximate Computing\nC.L 吳凱強 \n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1Qimp1MgtzCwyFp3wA9FOMlqfTBQ3O9sn\nC.S Should We Develop Our Own Speech Recognizer? - Formosa Speech in the Wild Project\nC.L 廖元甫\n\",\"C 專題演講 Ⅱ\nC.S 人工智慧應用於金融科技  \nC.L 黃思皓\n\"','yes'),(5431,'ead51e6138b3eef6a982d6df3cac6bb7_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1cQtNmGpP-eWnyve4X3qPlWOEnEWfPqAW5uLa4NzKS0o/export?format=csv&gid=474875469','yes'),(5432,'dd0376a2154ab9ac6de3be91a4f0b626','2021-01-06 06:14:59@DATE,2019/03/23,2019/03/30,2019/04/06,2019/04/13,2019/04/20\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 手把手深度學習 #https://drive.google.com/open?id=18TCVgQ_75Ye_5AHIwQ2vuSJTZpF2H6Hp\nC.S 手把手深度學習(上)\nC.L TA\nP \n\",\"C 深度學習在實作上的各種挑戰 #https://drive.google.com/open?id=15Sx94hePMasRc5gAl7PXhE6oOnjcfYKw\nC.S \nC.L 魏澤人\nP \n\",\"C 清明連假\nMERGE 11\",\"C 人工智慧開發環境建置 #https://drive.google.com/file/d/1D2hUTraByFJb55LFp0RVOZhkN7G6ycXp/view?usp=sharing\nC.S 人工智慧開發環境的建置 ─ 高效能的深度學習系統 \nC.L 洪士灝\nP \n\",\"VA 結業典禮<br>教研處<br>新竹分校\nC.S \nC.L \nP \nMERGE 11\"\r\n10:30 - 10:50,BREAK,BREAK,,BREAK,\r\n10:50 - 12:20,\"C 手把手深度學習 #\nC.S 手把手深度學習(上)\nC.L TA\nP \n\",\"C 深度學習在實作上的各種挑戰 #https://drive.google.com/open?id=1NrZJ0uuYlAkld-5SmmPkx8Ipq8Q4jT3v\nC.S \nC.L 魏澤人\nP \n\",,C.S ,\r\n12:20 - 13:40,LUNCH,LUNCH,,LUNCH,\r\n13:40 - 14:40,\"C 手把手深度學習 #https://drive.google.com/open?id=1Sl3qkq8baVHJrLOIV-B8lrF_OugHgy8Y\nC.S 手把手深度學習(下)\nC.L TA\nP \n\",\"C 聊天機器人 #https://drive.google.com/open?id=1lLelIEMZZWuT9Nx0v6NHOMDcHZX26wSP\nC.S Introduction & Task-Oriented Dialogues\n\nC.L 陳縕儂\nP \n\",,\"C 人工智慧開發環境建置  # https://drive.google.com/open?id=1QczMX1D7HJWf_j6sr5aKuxlNX4CsBpcc\nC.S 人工智慧開發環境建置 在引入 AI 之前，企業必須知道的資料分析與機器學習實務\nC.L 許懷中\nP \n\",\r\n14:40 - 15:00,BREAK,BREAK,,BREAK,\r\n15:00 - 16:30,\"C.S 手把手深度學習(下)\n\",\"C.S Social Chit-Chat Dialogues & Recent Trends\n\n\",,C.S ,\r\n16:30 - 17:00,QA,QA,,QA,\r\n17:00 - 17:30,BREAK,BREAK,,BREAK,\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/open?id=1cRvkwF76ok8fxiteSb_9Er4t8TThnsNK\nC.S 人工智慧與深度學習在產業與生活上的應用\nC.L 栗永徽\",\"C 專題演講 I #https://drive.google.com/open?id=1gcBByWl9fbRW3I1_N-IiiKwSZh7bGAF5\nC.S Generating defensive plays in basketball games\nC.L 王昱舜\",,\"C 專題演講 I #https://drive.google.com/open?id=1JhHWrk0h6GW1QjY3NeSP8oEaIwMOz23W\nC.S 國研院國網中心人工智慧研發服務與應用\nC.L 姚志民\",\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #\nC.S Reduce Consumption in Learning: From Data, Model and Task\nC.L 邱維辰\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1CznhJG7lc-MJi383NhxY5hV2iMktkxJM\nC.S Intel IoT Edge Computing在AI 領域的應用與商機\nC.L 桑和崇 \n\",,\"C 專題演講 Ⅱ\nC.S 人工智慧運算大趨勢 : 邁向百萬兆次計算\nC.L 梁伯嵩\n\",\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\"','yes'),(5433,'dd0376a2154ab9ac6de3be91a4f0b626_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1cQtNmGpP-eWnyve4X3qPlWOEnEWfPqAW5uLa4NzKS0o/export?format=csv&gid=975402652','yes'),(5559,'9390458a4aeec9c0716c955eb9b28c01','2021-01-06 06:15:01@DATE,2019/01/05,2019/01/12,2019/01/19,2019/01/26,2019/02/02\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"VA 開學典禮\nMERGE 11\",\"C 統計與資料分析 #https://drive.google.com/file/d/1AGj6FnI5lnFicUDR5wk2eEyfslyEBBaA/view?usp=sharing\nC.S 敘述性統計與機率分布\nC.L 孔令傑 | 台大資訊管理學系\",\"C 機器學習與演算法概論 #https://drive.google.com/file/d/1PHHZigKCqf5nzN6byvOvinQTxpu1eVMG/view?usp=sharing\nC.S 機器學習概論\nC.L 陳弘軒 | 中央大學資訊工程學系\nP \",\"C 人工智慧與深度學習導論  #https://drive.google.com/file/d/1LX-VfZfRmN2YU9Cj0URez6Ee6LUg-Uiv/view?usp=sharing\nC.S \nC.L 蔡炎龍 | 政大應用數學系\nP \n\n\",\"VA 停課\nMERGE 11\"\r\n10:30 - 10:50,,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,,C.S 參數估計與假設檢定,C.S 非監督式學習方法,C.S ,\"C \nC.S \nC.L \nP \"\r\n12:20 - 13:40,,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,,C.S 資料處理方法,C.S 監督式學習方法,C.S ,\"C \nC.S \nC.L \nP \"\r\n14:40 - 15:00,,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,,\"C.S 探索式資料分析\n統計圖表\",C.S 學習理論、泛化與特徵重要性,C.S ,C.S \r\n16:30 - 17:00,,QA,QA,QA,QA\r\n17:00 - 17:30,,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,,\"C 專題演講 I #https://drive.google.com/file/d/1wid6jX5u4tfJ8h9Zg8iQ-kkiOi4RA1Bu/view?usp=sharing\nC.S AI 專案經驗與思維分享\nC.L 許瑞愷\",\"C 專題演講 I\nC.S 動手又動電腦的精神科醫師 － 從醫療儀器到醫療資料庫\nC.L 張俊鴻\",\"C 專題演講 I #https://drive.google.com/drive/folders/1PT-eIgUkMZf5Wuw2COCS3EfMgNc5mrxy?usp=sharing\nC.S 產業案例分享：用最短時間、最低成本，最快速度導入 AI ，減少一半人力，提升一倍品質\nC.L 李明達\",\r\n18:15 - 19:00,,\"C 專題演講 Ⅱ \nC.S 資料科學專案導入實務\nC.L 謝宗震\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/16hfkEizqpkq3J44pAZ0BS_B5rnbJeCTB/view?usp=sharing\nC.S From BI To AI\nC.L 朱學亭\n\",\"C 專題演講 Ⅱ \nC.S 人工智慧與深度學習在產業與生活上的應用\nC.L 栗永徽\n\",\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(5560,'9390458a4aeec9c0716c955eb9b28c01_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1mBoE4mM9mpAW5y4KHdXxvDGVgbzOSfJB1_tHXnwC948/export?format=csv&gid=1989728427','yes'),(5561,'89837596b34a58a4ed1198d0de41d7ee','2021-01-06 06:15:02@DATE,2019/02/09,2019/02/16,2019/02/23,2019/03/02,2019/03/09\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 春節連假\nMERGE 12\",\"C 電腦視覺 #https://drive.google.com/drive/folders/1Q9B0ehKO1t7sp2rVVfBvYh3sned59MHh?usp=sharing\nC.S CNN 原理簡介\nC.L 莊永裕\nP \",\"C 推薦系統 #https://drive.google.com/file/d/1o0xeaYD58cFQ_EXm2n2a9jcx2dCJ2fmZ/view?usp=sharing\nC.S 關聯式推薦\nC.L 蔡銘峰\nP \n\",\"C 228連假\nMERGE 12\",\"C 手把手的資料分析 #https://drive.google.com/drive/folders/12lIU3DRYc66qXLfHoYWJqEAQuSKvDTs8?usp=sharing\nC.S 手把手的資料分析\nC.L TA 蔡岳霖 王淳中 卓侑學 | 台灣人工智慧學校\nP \"\r\n10:30 - 10:50,,BREAK,BREAK,,BREAK\r\n10:50 - 12:20,,C.S 代表性 CNN 模型,\"C.S 內容推薦 \nC.L 蔡銘峰\",,P \r\n12:20 - 13:00,,LUNCH,LUNCH,,LUNCH\r\n13:00 - 13:40,,\"C 學員交流時間 \nC.L \",\"C 學員交流時間 #https://drive.google.com/file/d/1vMPI5-T_iTr_HLyWuPe7osmwzCvAEN1A/view?usp=sharing\nC.S T-Brain AI 實戰吧！機器學習競賽平台介紹\nC.L 黃鐘慶\n\",\"C 學員交流時間 \nC.L \",\"C 學員交流時間 \nC.L \"\r\n13:40 - 14:40,,\"C 電腦視覺 #https://drive.google.com/drive/folders/1Q9B0ehKO1t7sp2rVVfBvYh3sned59MHh?usp=sharing\nC.S CNN 於電腦視覺之應用與實際案例\nC.L 莊永裕\",\"C 推薦系統 & 聊天機器人 #https://drive.google.com/file/d/1ZE8cfNRHRJw8jk1-YnEh2OsDA2NbjhnQ/view?usp=sharing\nC.S 對話系統 \nC.L 英家慶 \",,\"C 手把手的資料分析 #https://drive.google.com/drive/folders/12lIU3DRYc66qXLfHoYWJqEAQuSKvDTs8?usp=sharing\nC.S 手把手的資料分析\nC.L TA 蔡岳霖 王淳中 卓侑學 | 台灣人工智慧學校\nP \"\r\n14:40 - 15:00,,BREAK ,BREAK,,BREAK\r\n15:00 - 16:30,,\"C 電腦視覺 #https://drive.google.com/drive/folders/1Q9B0ehKO1t7sp2rVVfBvYh3sned59MHh?usp=sharing\nC.S CNN 於電腦視覺之應用與實際案例\nC.L 莊永裕\",C.S 深度學習對話系統,,\"C 手把手的資料分析 #https://drive.google.com/drive/folders/12lIU3DRYc66qXLfHoYWJqEAQuSKvDTs8?usp=sharing\nC.S 手把手的資料分析\nC.L TA 蔡岳霖 王淳中 卓侑學 | 台灣人工智慧學校\nP \"\r\n16:30 - 17:00,,QA,QA,,QA\r\n17:00 - 17:30,,BREAK,BREAK,,BREAK\r\n17:30 - 18:15,,\"C 專題演講 I #https://drive.google.com/file/d/1ILCrWJ9BFjNCIXbHOjr1qZQE5dNex6kJ/view?usp=sharing\nC.S Computer Vision in Smart Manufacturing\nC.L 陳佩君\",\"C 專題演講 I #https://drive.google.com/file/d/1DxjbhnaUeM3XqrDnyN2KpaBIktvttLI_/view?usp=sharing\nC.S 智慧機械- 感測特徵與應用\nC.L 楊浩青\",,\"C 專題演講 I #https://drive.google.com/file/d/1L2DKX38exfApjXtHSDuoHQ9fm-Yljakk/view?usp=sharing\nC.S 電腦視覺與深度學習於協作型機器手臂之應用\nC.L 黃鐘賢\"\r\n18:15 - 19:00,,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1Z7q9-VWCSQchgM5lz2KhSzHq22jDVbBJ/view?usp=sharing\nC.S 淺談資料視覺化\nC.L 葉奕成\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1duEFywmW9ecpUd34ZWFZfhFp8xiIqGCo/view?usp=sharing\nC.S 自然語言處理之產業應用與實踐  \nC.L 蔡宗翰\n\",,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/157jT3RxHA0NYa6i5fuTzxT6ud7UniFsF/view?usp=sharing\nC.S 生成對抗網路及其應用\nC.L 江振國\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(5562,'89837596b34a58a4ed1198d0de41d7ee_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1mBoE4mM9mpAW5y4KHdXxvDGVgbzOSfJB1_tHXnwC948/export?format=csv&gid=1640747889','yes'),(5563,'59d342a17377f14d59fb5e1e7a8087ef','2021-01-06 06:15:03@DATE,2019/03/16,2019/03/23,2019/03/30,2019/04/06,2019/04/13\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 文字探勘與自然語言處理 #https://drive.google.com/file/d/1T7tOeKPt04hgpFjzc69xoY4V6Pup3mrj/view?usp=sharing\nC.S 文字能挖出什麼有價值的資訊\nC.L 陳宜欣 | 清華大學資工系\nP \n\n\",\"C 語音與音樂訊號處理 #https://drive.google.com/file/d/12_x0qfJ29HdxaoMkK9aYbXJq0phKOMEX/view?usp=sharing\nC.S \nC.L 蘇黎\nP \n\",\"C 手把手機器學習 #https://drive.google.com/drive/folders/1xH-DWdjNS96sp4uY--RAH88Bp3bXN-V_?usp=sharing\nC.S 手把手機器學習\nC.L TA 林德全 王維綱 | 台灣人工智慧學校\nP \n\",\"C 清明節連假\nMERGE 11\",\"C 智慧製造與生產線上的資料科學 #https://drive.google.com/file/d/1VpHO3qMc0hYHJPYAd7r4uFzEB30AGULL/view?usp=sharing\nC.S 智慧製造的理論與實務\nC.L 李家岩\nP \n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,,BREAK\r\n10:50 - 12:20,C.S 如何進行文字探勘,\"C.S  \nC.L 蘇黎\",C.S ,,\"C.S 社群數據分析分享\nC.L\"\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,,LUNCH\r\n13:40 - 14:40,\"C 文字探勘與自然語言處理 #https://drive.google.com/file/d/1T7tOeKPt04hgpFjzc69xoY4V6Pup3mrj/view?usp=sharing\nC.S 文字探勘與自然語言處理的實務應用\nC.L 陳宜欣 | 清華大學資工系\n\n\n\",\"C 語音與音樂訊號處理 #https://drive.google.com/open?id=19Oo7rxwOPGQBk10gBItJ1KC_ivb8bWSz\nC.S \nC.L 曹昱\nP \n\",C.S ,,\"C 智慧製造與生產線上的資料科學 #https://drive.google.com/file/d/1VpHO3qMc0hYHJPYAd7r4uFzEB30AGULL/view?usp=sharing\nC.S 智慧製造的理論與實務\nC.L 李家岩\nP \n\"\r\n14:40 - 15:00,BREAK,BREAK,BREAK,,BREAK\r\n15:00 - 16:30,C.S 文字探勘與自然語言處理的實務應用,C.S ,\"C 產學發表初選\nC.S 產學發表初選\nC.L 許瑞愷\nP \n\",,P \r\n16:30 - 17:00,QA,QA,QA,,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,,BREAK\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/file/d/1Xw76fjHA_OKB4FykmNJbbTrwNWiHdw3y/view?usp=sharing\nC.S Should We Develop Our Own Speech Recognizer? - Formosa Speech in the Wild Project\nC.L 廖元甫　\",\"C 專題演講 I #https://drive.google.com/file/d/1h3lGu2cjycJaoS8yWO2ZQTeE6oQtCqBS/view?usp=sharing\nC.S 如何安全地把資料交給專家進行AI建模\nC.L 游家牧\",\"C 專題演講 I #https://drive.google.com/file/d/1BYPf11LTAhRG6aj1MTBDoD_BsJTrEefK/view?usp=sharing\nC.S PIXNET 如何運用 AI\nC.L 施晨揚\n\",,\"C 專題演講 I #https://drive.google.com/file/d/1CTrDquU2Cs5cKThyqm54VNTr5p4VhOTD/view?usp=sharing\nC.S 巨量資料、軟計算與人工智慧應用\nC.L 謝志宏\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1zZKVWyWHnY_gFHySwmRHqx2o5fgnF2w2/view?usp=sharing\nC.S 文字探勘分析的技術與應用\nC.L 陳倫奇 \n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/14tLj0CnRV1LbejvXNFipTuHIVcXDx33Y/view?usp=sharing\nC.S  Smart Campus Construction in AI, Big Data, IoT, and Cloud Computing Era: A Case of Smart Power Saving Service\nC.L 楊朝棟 | 東海資工系特聘教授\n\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1PeC3jcVwe1hHpltF5PTTZphg-XjoFZTy\nC.S 透過習慣領域帶領數位轉型\nC.L 黃鴻順\n\",,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1Or94jpYSTlFU0yIfN2CJsE-48AWiOXy9/view?usp=sharing\nC.S 智慧製造與智慧生產排程實務\nC.L 鄭家年\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(5564,'59d342a17377f14d59fb5e1e7a8087ef_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1mBoE4mM9mpAW5y4KHdXxvDGVgbzOSfJB1_tHXnwC948/export?format=csv&gid=1979803698','yes'),(5565,'c31f4f5b920c2e1d9f5785786d5fea98','2021-01-06 06:15:04@DATE,2019/04/20,2019/04/27,2019/05/04,2019/05/11,2019/05/18,\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六,\r\n09:30 - 10:30,\"C 社群媒體與社交網路分析 #https://drive.google.com/drive/folders/1Ed_UDJRJp9sKoUmMAMK-8XizZcC96pUO?usp=sharing\nC.S 社群分析可以為組織帶來什麼好處?\nC.L 胡筱薇\nP \",\"C 深度學習在實作上的各種挑戰與困難 #https://drive.google.com/file/d/1_dtwDmjimwZahfZ9SfcAUVxHxtFSiTxG/view?usp=sharing\nC.S 深度學習在實作上的各種挑戰與困難\nC.L 魏澤人 \nP \n\",\"C 人工智慧開發環境的建置 ─ 高效能的深度學習系統 #https://drive.google.com/file/d/1yFCmr18251D8pFfB6QDvt1TKUqLz7sH-/view?usp=sharing\nC.L 洪士灝\nP \n\",\"C 手把手深度學習 #https://drive.google.com/drive/folders/1uwLxP95tEQShMGO7IJmpkurvuLEXZ5GJ?usp=sharing\nC.S \nC.L 康文瑋助教.孫培元助教\nP \n\",,\"\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,,\r\n10:50 - 12:20,\"C.S  \n\",C.S ,\"C 人工智慧開發環境的建置 ─ 高效能的深度學習系統 #https://drive.google.com/file/d/1yFCmr18251D8pFfB6QDvt1TKUqLz7sH-/view?usp=sharing\nC.L 洪士灝\nP \n\",\"C 手把手深度學習 #https://drive.google.com/drive/folders/1uwLxP95tEQShMGO7IJmpkurvuLEXZ5GJ?usp=sharing\nC.S \nC.L 康文瑋助教.孫培元助教\nP \n\",,\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH,,\r\n13:40 - 14:40,\"C 社群媒體與社交網路分析 #https://drive.google.com/drive/folders/1Ed_UDJRJp9sKoUmMAMK-8XizZcC96pUO?usp=sharing\nC.S 社群分析可以為組織帶來什麼好處?\nC.L 胡筱薇\nP \",\"C 大數據解析與趣味 #https://drive.google.com/file/d/1vo-lYgkkQnlwLjN3P8K66hn7qKQbUjuE/view\nC.S 大數據解析與趣味\nC.L 桑慧敏 \",\"C 人工智慧開發環境建置 在引入 AI 之前，企業必須知道的資料分析與機器學習實務 #https://drive.google.com/file/d/1CGJEDZN-kCqWYNhd5cszOF3XHTzWRep6/view?usp=sharing\nC.S 企業大數據分析案例與實務\nC.L 許懷中\",\"C 手把手深度學習 #https://drive.google.com/drive/folders/1uwLxP95tEQShMGO7IJmpkurvuLEXZ5GJ?usp=sharing\nC.S \nC.L 康文瑋助教.孫培元助教\nP \n\",\"結業典禮\nC 結業典禮\nMERGE 11\",\r\n14:40 - 15:00,BREAK,BREAK,BREAK,BREAK,,\r\n15:00 - 16:30,C.S ,C.S ,\"C 人工智慧開發環境建置 在引入 AI 之前，企業必須知道的資料分析與機器學習實務 #https://drive.google.com/file/d/1CGJEDZN-kCqWYNhd5cszOF3XHTzWRep6/view?usp=sharing\nC.S 企業大數據分析案例與實務\nC.L 許懷中\",\"C 產學合作計畫分享  \nC.S \nC.L 許瑞愷\nP \n\",,\r\n16:30 - 17:00,QA,QA,QA,QA,,\r\n17:00 - 17:30,BREAK,BREAK,BREAK,BREAK,,\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/file/d/1w4D3dacokZuoXPkbCXIVcR2V_ixhyMA3/view?usp=sharing\nC.S 由社群媒體分析一窺網路風向 \nC.L 王銘宏\",\"C 專題演講 I #https://drive.google.com/file/d/1kNqJDGeTFcyaGZXYXiykAMmtebCAm4jj/view?usp=sharing\nC.S 從AI出發到語音相關應用 \nC.L 呂道誠\",\"C 專題演講 I #https://drive.google.com/file/d/1qmXoQjMoVpCMfK7pY88azDXCytOl6g0b/view?usp=sharing\nC.S  人工智慧的群眾解題 & 產業落地\nC.L 石立康\",\"C 專題演講 I #https://drive.google.com/drive/folders/111uMf90OeME2p6YAyqS3CCMoYwaLAScU?usp=sharing\nC.S AWS雲端智慧醫療服務與AI 解決方案\nC.L 姜自強\",,\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1P-qQo0wZKimarkSSRvq1HwEhIl8mZ0u2/view?usp=sharing\nC.S Optimize Marketing Ecosystem\nC.L 梁凱智\",\"C 專題演講 Ⅱ #https://drive.google.com/drive/folders/1BdZo5L1FCkl0WWsHMdRDYa5Ru9zwUWLl?usp=sharing\nC.S Intel IoT Edge Computing在AI 領域的應用與商機 \nC.L 翁家成\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1F9p9-2vydt7OAYL-mjp1IXZsiq-L6G4B/view?usp=sharing\nC.S 企業級人工智慧團隊建構\n與導入\nC.L 王君偉\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1nArdyCetxZkCVitsaXdbyspEK-r0_mN_/view?usp=sharing\nC.S 國研院國網中心人工智慧研發服務與應用\nC.L 姚志民\n\",,\r\n,,,,,,\r\n,,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,,','yes'),(5566,'c31f4f5b920c2e1d9f5785786d5fea98_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1mBoE4mM9mpAW5y4KHdXxvDGVgbzOSfJB1_tHXnwC948/export?format=csv&gid=853605173','yes'),(6599,'0b995655be50552cc5c750dc9a9de3dd','2021-01-29 12:07:30@','yes'),(6600,'0b995655be50552cc5c750dc9a9de3dd_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1DzCLZc3MQBa6CXqETqK4s649-8VKkuKEBB43Y2gRKis/export?format=csv&gid=430395366','yes'),(6601,'84d8819350606566d6cefe0e9dd36be4','2021-01-29 12:07:40@','yes'),(6602,'84d8819350606566d6cefe0e9dd36be4_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1DzCLZc3MQBa6CXqETqK4s649-8VKkuKEBB43Y2gRKis/export?format=csv&gid=607827501','yes'),(6603,'a771c94584b87d4d44dea0a9636d8c63','2021-01-29 12:07:51@','yes'),(6604,'a771c94584b87d4d44dea0a9636d8c63_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1DzCLZc3MQBa6CXqETqK4s649-8VKkuKEBB43Y2gRKis/export?format=csv&gid=1188519787','yes'),(6605,'b14ef605b49f8185356aca71c0c0f6fc','2021-01-29 13:31:10@','yes'),(6606,'b14ef605b49f8185356aca71c0c0f6fc_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1DzCLZc3MQBa6CXqETqK4s649-8VKkuKEBB43Y2gRKis/export?format=csv&gid=1748678936 ','yes'),(7127,'2c7eb5f120fee846481504ecf204b13d','2020-12-31 06:01:54@DATE,2019/03/16,2019/03/23,2019/03/30,2019/04/06,2019/04/13\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 開學典禮 #https://aiacademy.tw/opening-st1/ \nC.S \nC.L \nMERGE 11\",\"C 敘述性統計與機率分布 #https://docs.google.com/document/d/1j7l8LnLTk1M50F4UqmNVu4LsnuJSGDCijqn9KlYw-nc/edit?usp=sharing\nC.S 統計與資料分析\nC.L 吳漢銘 | 台北大學統計學系 副教授\nP 國研大樓\",\"C 機器學習與演算法概論 #https://drive.google.com/file/d/1abjjdgbdKPxCOVZEyZR_S6OkHLoxyGEE/view?usp=sharing\nC.S 機器學習概論\nC.L 葉倚任 | 高師大數學系 助理教授\nP 國研大樓\n\",\"C 清明連假\nC.S \nC.L \nMERGE 11\",\"C 深度學習簡介 #https://drive.google.com/file/d/1NtcrkOxuAwORdjdrVRMly227po__vnFe/view?usp=sharing\nC.S 深度學習入門\nC.L 張雲南 | 中山資工系教授\nP 國研大樓\"\r\n10:30 - 10:50,,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,C.S 代表性 CNN 模型,\"C 參數估計與假設檢定 #https://docs.google.com/document/d/1j7l8LnLTk1M50F4UqmNVu4LsnuJSGDCijqn9KlYw-nc/edit?usp=sharing\nC.S 統計與資料分析\nC.L 吳漢銘 | 台北大學統計學系 副教授\",\"C 機器學習與演算法概論 #https://drive.google.com/file/d/1abjjdgbdKPxCOVZEyZR_S6OkHLoxyGEE/view?usp=sharing\nC.S 非監督式學習方法\nC.L 葉倚任 | 高師大數學系 助理教授\nP R0 \n\",,\"C 深度學習簡介 #https://drive.google.com/file/d/1NtcrkOxuAwORdjdrVRMly227po__vnFe/view?usp=sharing\nC.S 深度學習實務技巧與前瞻技術\nC.L 張雲南 | 中山資工系教授\nP R0 \n\"\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,C.S CNN 於電腦視覺之應用與實際案例,\"C 資料處理方法 #https://docs.google.com/document/d/1j7l8LnLTk1M50F4UqmNVu4LsnuJSGDCijqn9KlYw-nc/edit?usp=sharing\nC.S 統計與資料分析\nC.L 吳漢銘 | 台北大學統計學系 副教授\",\"C 機器學習與演算法概論 #https://drive.google.com/file/d/1abjjdgbdKPxCOVZEyZR_S6OkHLoxyGEE/view?usp=sharing\nC.S 監督式學習方法\nC.L 葉倚任 | 高師大數學系 助理教授\nP R0 \n\",,\"C 深度學習入門 #https://drive.google.com/file/d/1NtcrkOxuAwORdjdrVRMly227po__vnFe/view?usp=sharing\nC.S 對抗式學習入門\nC.L 張雲南 | 中山資工系教授\nP A0\n\"\r\n14:40 - 15:00,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,C.S,\"C 探索式資料分析/統計圖表 #https://docs.google.com/document/d/1j7l8LnLTk1M50F4UqmNVu4LsnuJSGDCijqn9KlYw-nc/edit?usp=sharing\nC.S 統計與資料分析\nC.L 吳漢銘 | 台北大學統計學系 副教授\",\"C 機器學習與演算法概論 #https://drive.google.com/file/d/1abjjdgbdKPxCOVZEyZR_S6OkHLoxyGEE/view?usp=sharing\nC.S 學習理論、泛化與特徵重要性\nC.L 葉倚任 | 高師大數學系 助理教授\nP R0 \n\",,\"C 深度學習入門 #https://drive.google.com/file/d/1NtcrkOxuAwORdjdrVRMly227po__vnFe/view?usp=sharing\nC.S 強化學習入門\nC.L 張雲南 | 中山資工系教授\nP A0\n\"\r\n16:30 - 17:00,QA,QA,QA,QA,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,,\"C 專題演講 I #https://drive.google.com/file/d/19hIJlsA4zC0j5iOvkywcYxvGxNopXU0m/view?usp=sharing\nC.S 機器學習的魔力在哪裡 \nC.L 嚴成文 | 中山大學機械系教授\",\"C 專題演講 I #\nC.S 智慧能源應用 \nC.L 莊坤達 | 成大資工系副教授 \",,\"C 專題演講 I #https://drive.google.com/file/d/1NJ2F5jdixnvsyztRrupgSqjpWl3PIP8z/view?usp=sharing\nC.S 深度學習簡介及應用\nC.L 李錫智 | 中山大電機系教授\"\r\n18:15 - 19:00,,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1mKLJvkU4YmZ0VEZO7EguK_yO5QuuiN12/view?usp=sharing\nC.S 台灣產業AI化的今日與明日\nC.L 蔡明順 | AIA 校務主任\",\"C 專題演講 Ⅱ \nC.S 電子元件封裝與人工智慧\nC.L 洪盟峰 | 高應科大電工系教授\",,\"C 專題演講 Ⅱ #https://drive.google.com/drive/folders/1x9abvajMgNA7ZXhg262bQo7E-gx0COPw?usp=sharing\nC.S 手把手的準備\nC.L 王耀霆 | AIA 教研處\"','yes'),(7128,'2c7eb5f120fee846481504ecf204b13d_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1bxb8gQOH2FAeqSTGSzaP_MKbryz0L9gIlWp4F3Frm1A/export?format=csv&gid=0','yes'),(7129,'a21c8e0fcf7fc9c16f8a35299253a84d','2020-12-31 06:01:55@DATE,2019/04/20,2019/04/27,2019/05/04,2019/05/11,2019/05/18\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 手把手的資料分析(上) #https://drive.google.com/open?id=1OmdTCacAh3mZ4KLVu-bpzeWbzTd4TDBz\nC.S Python and ML\nC.L  | 教研處\nP 國研大樓\n\",\"C CNN原理簡介 #https://drive.google.com/drive/folders/1IbXwVgOUS7bPlKJL37Ez-TKMz3H2qnEu?usp=sharing\nC.S 電腦視覺\nC.L 蕭勝夫 | 中山資工系 教授\nP 國研大樓\n\",\"C 文字探勘與自然語言處理 #https://drive.google.com/open?id=1q4p66qu38fkD9Zxm_wG2g2Mgi9ujVAL5\nC.S 人工智慧與自然語言的關係\nC.L 陳宜欣 | 清大資工系教授\nP 國研大樓\n\",\"C 社群分析可以為組織帶來什麼好處 #https://drive.google.com/open?id=19nlYr-tvqtsk6keQ_5d8wNZ8CMISPxQ-\nC.S 社群媒體與社交網路分析\nC.L 胡筱薇 | 東吳大學巨資管理學院助理教授\nP 國研大樓\n\",\"C 手把手深度學習 #https://drive.google.com/open?id=1DxhOgBhQ3b_qOznn7BsychfuAiwxrhcH\nC.S DL & CNN\nC.L  | 教研處\nP 國研大樓\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,\"C 手把手的資料分析(下) #https://drive.google.com/open?id=1OmdTCacAh3mZ4KLVu-bpzeWbzTd4TDBz\nC.S Python and ML\nC.L  | 教研處\nP \n\",\"C CNN原理簡介 #https://drive.google.com/drive/folders/1IbXwVgOUS7bPlKJL37Ez-TKMz3H2qnEu?usp=sharing\nC.S 電腦視覺\nC.L 蕭勝夫 | 中山資工系 教授\nP \n\",\"C 文字探勘與自然語言處理 #https://drive.google.com/open?id=1q4p66qu38fkD9Zxm_wG2g2Mgi9ujVAL5\nC.S 自然語言處理簡介\nC.L 陳宜欣 | 清大資工系教授\nP \n\",\"C 社群分析可以為組織帶來什麼好處 #https://drive.google.com/open?id=19nlYr-tvqtsk6keQ_5d8wNZ8CMISPxQ-\nC.S 社群媒體與社交網路分析\nC.L 胡筱薇 | 東吳大學巨資管理學院助理教授\nP \n\",\"C 手把手深度學習 #https://drive.google.com/open?id=1DxhOgBhQ3b_qOznn7BsychfuAiwxrhcH\nC.S DL & CNN\nC.L  | 教研處\nP \n\"\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,\"C 手把手的機器學習(上) #https://drive.google.com/open?id=1PJOo-4ibUpA2E56dJL2PetmdYKXGTHHQ\nC.S Python and ML\nC.L | 教研處\nP R0\n\",\"C CNN原理簡介 #https://drive.google.com/drive/folders/1IbXwVgOUS7bPlKJL37Ez-TKMz3H2qnEu?usp=sharing\nC.S 電腦視覺\nC.L 蕭勝夫 | 中山資工系 教授\nP \n\",\"C 文字探勘與自然語言處理 #https://drive.google.com/open?id=1q4p66qu38fkD9Zxm_wG2g2Mgi9ujVAL5\nC.S 自然語言處理與機器學習\nC.L 陳宜欣 | 清大資工系教授\nP \n\",\"C 社群分析可以為組織帶來什麼好處 #https://drive.google.com/open?id=19nlYr-tvqtsk6keQ_5d8wNZ8CMISPxQ-\nC.S 社群媒體與社交網路分析\nC.L 胡筱薇 | 東吳大學巨資管理學院助理教授\nP \n\",\"C 手把手深度學習 #https://drive.google.com/open?id=1DxhOgBhQ3b_qOznn7BsychfuAiwxrhcH\nC.S DL & CNN\nC.L  | 教研處\nP \n\"\r\n14:40 - 15:00,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,\"C 手把手的機器學習(下) #https://drive.google.com/open?id=1PJOo-4ibUpA2E56dJL2PetmdYKXGTHHQ\nC.S Python ML\nC.L  | 教研處\nP R0\n\",\"C CNN原理簡介 #https://drive.google.com/drive/folders/1IbXwVgOUS7bPlKJL37Ez-TKMz3H2qnEu?usp=sharing\nC.S 電腦視覺\nC.L 蕭勝夫 | 中山資工系 教授\nP \n\",\"C 文字探勘與自然語言處理 #https://drive.google.com/open?id=1q4p66qu38fkD9Zxm_wG2g2Mgi9ujVAL5\nC.S 文字探勘簡介\nC.L 陳宜欣 | 清大資工系教授\nP \n\",\"C 社群分析可以為組織帶來什麼好處 #https://drive.google.com/open?id=19nlYr-tvqtsk6keQ_5d8wNZ8CMISPxQ-\nC.S 社群媒體與社交網路分析\nC.L 胡筱薇 | 東吳大學巨資管理學院助理教授\nP \n\",\"C 手把手深度學習 #https://drive.google.com/open?id=1DxhOgBhQ3b_qOznn7BsychfuAiwxrhcH \nC.S DL & CNN\nC.L  | 教研處\nP \n\"\r\n16:30 - 17:00,QA,QA,QA,QA,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/file/d/12cI8vDOy5h-6g_ozATkNJUpoCObpbse0/view?usp=sharing\nC.S  AI 減員增效經驗分享\nC.L  李明達\",\"C 專題演講 I #https://docs.google.com/presentation/d/1bG9yWetjGwcezVsya5qLbhgGsyVfCUPisQdBMs22VWk/edit?usp=sharing\nC.S Edge computing\nC.L  陳宇春\",\"C 專題演講 I #https://drive.google.com/open?id=1OighZuOAMgHXGWBN9-I2uz3bg2E4Srfb\nC.S AI+NLP, Giant? still a Baby?\nC.L 高宏宇 | 成大資工系教授\",\"C 專題演講 I #https://drive.google.com/open?id=1-FKhofTmd3D5p5IN483--KuaLKq1279u\nC.S 漫談企業ABC三慧 案例分享\nC.L 李昇暾 | 成大工業與資訊管理學系特聘教授\",\"C 專題演講 I #https://drive.google.com/open?id=1OjfQEpw9d5B0nFtzEYViZcPNHuJrMqz-\nC.S 社群網路分析 \nC.L 黃仁暐 \"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1BsF74vZqxrSS2tTm3KAUplzR6ZL7hjEz/view?usp=sharing\nC.S 人工智慧技術在鋼鐵製程之應用\nC.L 許朝詠 | 中鋼\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1iT1Lva-YRl0wTbDnSswR-vI_bbds4Exa/view?usp=sharing\nC.S Deep Learning-Based Computer Vision Technology\n\nin Smart Manufacturing\nC.L 連震杰\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1mj1kTPHP0ZoxtZRa8lvCha3uo4mYcd7e \nC.S 一個NLP應用實例: 中文寫作能力自動評估技術介紹 \nC.L 張道行 | 高應科大資科系 副教授\",\"C 專題演講 Ⅱ #https://drive.google.com/drive/u/1/folders/1bP4z4EAXZvaUMKKkYAtwzLbUOEiJ3VCX\nC.S 手把手環境預備\nC.L Eric & Nick TA\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1nEd-fNEf9JsRTQn2pBrvPGJ9FrlXVz1_\nC.S 資料科學的商業模式與行銷應用\nC.L 卓雍然\"','yes'),(7130,'a21c8e0fcf7fc9c16f8a35299253a84d_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1bxb8gQOH2FAeqSTGSzaP_MKbryz0L9gIlWp4F3Frm1A/export?format=csv&gid=818522666','yes'),(7131,'656e2d48370f507cde9cf996d081a928','2020-12-31 06:01:56@DATE,2019/05/25,2019/06/02,2019/06/08,2019/06/15,2019/06/22\r\nWEEKDAY,星期六,星期日,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 語音的訊號處理 #https://drive.google.com/open?id=16ExGxVe0lFK9ZRQoWHvzZB5Y-Qo3u30V\nC.S 語音與音樂訊號處理\nC.L 廖元甫\nP 國研大樓\",\"C 推薦系統 #https://drive.google.com/open?id=1GFFJ9anRuknNonvTknfqQSd-1rYVAGvK\nC.S 關聯式推薦\nC.L 蔡銘峰 | 政大資科系 副教授\nP 國研大樓\n\",\"C 端午連假\nC.S \nC.L \nMERGE 11\",\"C 人工智慧的產業應用I #https://drive.google.com/open?id=1-9ASBewhSt_-u7kDuTSUkUXUnOpO2bqU\nC.S 智慧製造的理論與實務\nC.L 李家岩 | 成大資工系副教授\nP 國研大樓\n\",\"C 人工智慧的產業應用II #https://drive.google.com/open?id=1BmrJSXdJ22dH-JtXvbVsgcBwJhD3qTnt\nC.S 智慧機械\nC.L 周至宏 | 高科大機械系教授\nP 國研大樓\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,\"C 語音的訊號處理 #https://drive.google.com/open?id=16ExGxVe0lFK9ZRQoWHvzZB5Y-Qo3u30V\nC.S 語音與音樂訊號處理\nC.L 廖元甫\nP R0\n\",\"C 推薦系統 #https://drive.google.com/open?id=1GFFJ9anRuknNonvTknfqQSd-1rYVAGvK\nC.S 關聯式推薦\nC.L 蔡銘峰 | 政大資科系 副教授\nP R0\n\",,\"C 人工智慧的產業應用I #https://drive.google.com/open?id=1-9ASBewhSt_-u7kDuTSUkUXUnOpO2bqU\nC.S 人工智慧的製造應用\nC.L 李家岩 | 成大資工系副教授\nP R0\n\",\"C 人工智慧的產業應用II #https://drive.google.com/open?id=1BmrJSXdJ22dH-JtXvbVsgcBwJhD3qTnt\nC.S 智慧機械\nC.L 周至宏 | 高科大機械系教授\nP R0\n\"\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,\"C 語音與音樂訊號處理 #https://drive.google.com/open?id=1VGTOx17ErpOH2peoGLqEPMVGteTeL9jL\nC.S 語音與音樂訊號處理\nC.L 蘇黎 | 中研院資訊科學研究所  助研究員\nP R0\n\",\"C 聊天機器人 #https://drive.google.com/open?id=1va0iItV_Xyy9-XJmzdpjG0UkJ4Uec00l\nC.S \nC.L 蔡宗翰 | 中央資工系教授\nP R0\",,\"C 人工智慧的產業應用I #https://drive.google.com/open?id=1-9ASBewhSt_-u7kDuTSUkUXUnOpO2bqU\nC.S 智慧生產數據與AI應用\nC.L 李家岩 | 成大資工系副教授\nP R0\n\",\"C 人工智慧的產業應用II #https://drive.google.com/open?id=1RqQE9fIuRpMxaUH0tuXYm3lI1BBDbVpj\nC.S 智慧醫療\nC.L 嚴成文 | 中山大機械系教授\nP R0\n\"\r\n14:40 - 15:00,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,\"C 語音與音樂訊號處理 #https://drive.google.com/open?id=1VGTOx17ErpOH2peoGLqEPMVGteTeL9jL\nC.S 語音與音樂訊號處理\nC.L 蘇黎 | 中研院資訊科學研究所  助研究員\nP R0\n\",\"C 聊天機器人 #https://drive.google.com/open?id=1va0iItV_Xyy9-XJmzdpjG0UkJ4Uec00l\nC.S 　\nC.L 蔡宗翰 | 中央資工系教授\nP R0\",,\"C 人工智慧的產業應用I #https://drive.google.com/open?id=1-9ASBewhSt_-u7kDuTSUkUXUnOpO2bqU\nC.S 人工智慧的製造應用\nC.L 李家岩 | 成大資工系副教授\nP R0\n\",\"C 人工智慧的產業應用II #https://drive.google.com/open?id=1RqQE9fIuRpMxaUH0tuXYm3lI1BBDbVpj\nC.S 智慧醫療\nC.L 嚴成文 | 中山大機械系教授\nP R0\n\"\r\n16:30 - 17:00,QA,QA,QA,QA,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/open?id=1odPfW1xnXC7THyV2Rjq4uCoa38xz5FCY\nC.S T-Brain 機器學習競賽平台介紹 \nC.L 黃鐘慶\",\"C 專題演講 I #\nC.S 人工智慧於智能投資之應用\nC.L 黃健峯 | 高雄大學資工系教授\",,\"C 專題演講 I #https://drive.google.com/open?id=1TzxXs6GfU6n9dh2TCuJ4szAx5gzcLQCe\nC.S 智慧機械- 從感測到應用 \nC.L 楊浩青 | 高科大\",\"C 專題演講 I #https://drive.google.com/open?id=1e2vmzl8I3wW17a78gdU5BsbcNJRTN6YN\nC.S  P6V6 醫療策略, 高榮創新經驗分享\nC.L 楊宗龍 | 高雄榮總研創中心創新長\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/open?id=12OndL3-oY6_RnorUThvQZr6ijYrCaORR\nC.S 從電腦圍棋到人工智慧應用\nC.L 周信宏 | 長榮大學資管系 系主任\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1QYfGD1gWCu83TUXPKyxSLwhFNGNKl_Jf\nC.S FML智慧決策工具及應用\nC.L 李建興 | 台南大學資工系教授\",,\"C 專題演講 Ⅱ #https://drive.google.com/open?id=13Uuq0X9ayG8xcKxizdY2tTNPCX-mxwX9\nC.S 10 Tips for Deploying AI Projects\nC.L 吳志宏 | 高雄大學電機系教授\",\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1wZHbB6RVXWaPAxUQt4Ifu2kG8WAmGPJ4\nC.S 沖壓產品的智能製造\nC.L 林栢村 | 高科大\"','yes'),(7132,'656e2d48370f507cde9cf996d081a928_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1bxb8gQOH2FAeqSTGSzaP_MKbryz0L9gIlWp4F3Frm1A/export?format=csv&gid=1882286732','yes'),(7133,'ed830b8acb92faf37143ddbb6067c215','2020-12-31 06:01:57@DATE,2019/06/29,2019/07/06,2019/07/13\r\nWEEKDAY,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 系統性思維與產業案例 #https://drive.google.com/open?id=1SXp-Vgy9MBwLCn3KgrV8NysYOYtc_kz-\nC.S 人工智慧的製造應用\nC.L 桑慧敏 | 清大特聘教授\nP 國研大樓\",\"C 人工智慧開發環境的建置 #https://drive.google.com/open?id=12qQXKyEbWOCPJBzHq2PacLODQWsKIW36\nC.S 深度學習系統的軟硬體架構\nC.L 洪士灝 | 台大資訊工程學系 、資訊網路與多媒體研究所教授兼副系主任\nP 國研大樓\",\"VA 結業典禮\nC.S \nC.L 　\nP \nMERGE 11\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK\r\n10:50 - 12:20,\"C 系統性思維與產業案例 #https://drive.google.com/open?id=1SXp-Vgy9MBwLCn3KgrV8NysYOYtc_kz-\nC.S 系統性思維與產業案例\nC.L 桑慧敏 | 清大特聘教授\nP R0\",\"C 人工智慧開發環境的建置 #https://drive.google.com/open?id=12qQXKyEbWOCPJBzHq2PacLODQWsKIW36\nC.S 高效能的深度學習\nC.L 洪士灝 | 台大資訊工程學系 、資訊網路與多媒體研究所教授兼副系主任\nP R0\",\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,\"C 大數據解析與趣味 #https://drive.google.com/open?id=1SXp-Vgy9MBwLCn3KgrV8NysYOYtc_kz-\nC.S 大數據解析與趣味\nC.L 桑慧敏 | 清大特聘教授\nP R0\",\"C  金屬中心案例分享 #\nC.S  扣件成形導入智慧製造應用\nC.L  溫志群 | 金屬智慧製造中心副組長\nP R0\n\",\r\n14:40 - 15:00,BREAK,BREAK,BREAK\r\n15:00 - 16:30,\"C 大數據解析與趣味 #https://drive.google.com/open?id=1SXp-Vgy9MBwLCn3KgrV8NysYOYtc_kz-\nC.S 大數據解析與趣味\nC.L 桑慧敏 | 清大特聘教授\nP R0\",\"C 金屬中心案例分享 #\nC.S 金屬中心案例分享\nC.L 金屬中心\nP R0\",\r\n16:30 - 17:00,QA,QA,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/file/d/1V8aNgTYr4xW5BN8ua-kYlS8ktahRX78s/view?usp=sharing\nC.S 人工智能投資發展與應用\nC.L 王昭文\",\"C 專題演講 I #\nC.S TBC \nC.L 林錫慶 | 國網中心\",\r\n18:15 - 19:00,\"C 專題演講 Ⅱ \nC.S 人工智慧蝦\nC.L 洪慶章\",\"C 專題演講 Ⅱ \nC.S Intel IoT Edge Computing在AI 領域的應用與商機\nC.L 王宗業 | Intel台灣分公司物聯網平台研發經理\",','yes'),(7134,'ed830b8acb92faf37143ddbb6067c215_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1bxb8gQOH2FAeqSTGSzaP_MKbryz0L9gIlWp4F3Frm1A/export?format=csv&gid=668451770 ','yes'),(7843,'9984a526467111c105083ce95936f9f3','2021-01-08 05:22:29@DATE,2019/05/04,2019/05/11,2019/05/18,2019/05/25,2019/06/01\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 開學典禮 #https://aiacademy.tw/opening-hc3/\nC.S \nC.L \nMERGE 11\",\"C 統計與資料分析 #https://drive.google.com/open?id=1251l5oKnezcI6lscE2DsOXLXyWcdFMiv\nC.S 敘述性統計與機率分布\nC.L 吳漢銘 | 台北大學統計學系 副教授\n\",\"C 機器學系概論 #https://drive.google.com/file/d/1I6KUfCwHmmJsz9lUSeBLycDipCg8i_wJ/view?usp=sharing\nC.S 機器學習與演算法概論\nC.L 陳弘軒 | 中央大學資工系 助理教授\n\n\",\"C 手把手的資料分析 #https://drive.google.com/drive/folders/1Jn9dxl56GKp1Geb6zEtGI9om-HvQ3Mvx\nC.S Python 資料分析\nC.L Darren | 教研處\n\n\",\"C 深度學習簡介 #https://drive.google.com/file/d/1_UYYtoRqxdRMMmS5-pJ40fGY_F64YUjQ/view?usp=sharing\nC.S 深度學習入門\nC.L 蔡炎龍 | 政大應數系 助理教授\n\n\"\r\n10:30 - 10:50,,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,,\"C 統計與資料分析 #https://drive.google.com/open?id=1bmfnwI14f7Wop7-MbF836PI-ip_eOME3\nC.S 參數估計與假設檢定\nC.L 吳漢銘 | 台北大學統計學系 副教授\",\"C 非監督式學習方法 #https://drive.google.com/file/d/1I6KUfCwHmmJsz9lUSeBLycDipCg8i_wJ/view?usp=sharing\nC.S 機器學習與演算法概論\nC.L 陳弘軒 | 中央資工 助理教授\n\n\",\"C 手把手的資料分析 \nC.S EDA資料探勘案例分析\nC.L Darren | 教研處\n\n\",\"C 深度學習實務技巧與前瞻技術 #https://drive.google.com/file/d/1_UYYtoRqxdRMMmS5-pJ40fGY_F64YUjQ/view?usp=sharing\nC.S 深度學習入門\nC.L 蔡炎龍 | 政大應數系 助理教授\n\n\"\r\n12:20 - 13:40,,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,,\"C 統計與資料分析 #https://drive.google.com/open?id=1W2CxBvkKA888Q-E5VA9TWssraFhrA5E0\nC.S 資料處理方法\nC.L 吳漢銘 | 台北大學統計學系 副教授\",\"C 監督式學習方法 #https://drive.google.com/file/d/1I6KUfCwHmmJsz9lUSeBLycDipCg8i_wJ/view?usp=sharing\nC.S 機器學習與演算法概論\nC.L 陳弘軒 | 中央大學資工系 助理教授\n\n\",\"C 手把手的機器學習\nC.S 迴歸分析\nC.L Abby | 教研處\n\n\",\"C 對抗式學習入門 #https://drive.google.com/file/d/1_UYYtoRqxdRMMmS5-pJ40fGY_F64YUjQ/view?usp=sharing\nC.S 深度學習入門\nC.L 蔡炎龍 | 政大應數系 助理教授\n\n\"\r\n14:40 - 15:00,,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,,\"C 統計與資料分析 #https://drive.google.com/open?id=1YgKnSrm7aSm2EVvbTgwWe7S9M3QMnbV4\nC.S 探索式資料分析/統計圖表\nC.L 吳漢銘 | 台北大學統計學系 副教授\",\"C 學習理論、泛化與特徵重要性 #https://drive.google.com/file/d/1I6KUfCwHmmJsz9lUSeBLycDipCg8i_wJ/view?usp=sharing\nC.S 機器學習與演算法概論\nC.L 陳弘軒 | 中央大學資工系 助理教授\n\",\"C 手把手的機器學習\nC.S 分類 & SVM\nC.L Abby | 教研處\n\n\",\"C 強化學習入門 #https://drive.google.com/file/d/1_UYYtoRqxdRMMmS5-pJ40fGY_F64YUjQ/view?usp=sharing\nC.S 深度學習入門\nC.L 蔡炎龍 | 政大應數系 助理教授\n\n\"\r\n16:30 - 17:00,,QA,QA,QA,QA\r\n17:00 - 17:30,,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,,\"C 專題演講 I #https://drive.google.com/open?id=17hYIFHRX1f4drZJ-ceDYxNbPLXmZebXM\nC.S 資料競賽的現實面\nC.L 曾凱聲 | \",\"C 專題演講 I #https://drive.google.com/file/d/1of9F8qu13r2YgrXr71oHjrdgPYRbEn3D/view?usp=sharing\nC.S 淺談資料分析與視覺化\nC.L 葉奕成 | \",\"C 專題演講 I #https://drive.google.com/file/d/1FaAOImK1iIV6UCmoiS9WMJuX3cmMbxNJ/view?usp=sharing\nC.S Reduce Consumption in Learning: from Data, Model, and Task\nC.L 邱維辰 | \",\"C 專題演講 I #https://drive.google.com/file/d/1hf5LVA8ztBJBqUZ2vnn6UxlcnY9qqwOG/view?usp=sharing\nC.S 資料科學專案實務\nC.L 謝宗震\"\r\n18:15 - 19:00,,\"C 專題演講 Ⅱ #https://www.slideshare.net/foxfirejack/2019511\nC.S AI 專案經理的挑戰\nC.L 彭其捷 | \",\"C 專題演講 Ⅱ #https://drive.google.com/drive/folders/1hKvAxFkgFoNyFEX-dfUEQobc3_sP1s6H\nC.S 手把手環境預備\nC.L 教研處\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1cBa2IWv1tU7HUWlY4rpPQ95LaaBb6RDa/view?usp=sharing\nC.S 人工智慧產業生態與產業聚落產業AI化\nC.L 劉建志 | \",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1d-aH2EgJkIIiLArHboRnqYKv_9gzSBwN/view?usp=sharing\nC.S  如何安全地把資料交給專家進行AI建模 \nC.L 游家牧\"','yes'),(7844,'9984a526467111c105083ce95936f9f3_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1RZVHFWYw4qtotUxnl6fxmMnSZd2cVeMevjmd5-UxKG0/export?format=csv&gid=430395366','yes'),(7845,'dd7cb18871afa4691c7a21eb887ee3d9','2021-01-08 05:22:30@DATE,2019/06/08,2019/06/15,2019/06/22,2019/06/29,2019/07/06\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"VA 端午連假 停課一周\nC.S \nC.L 　\nMERGE 11\",\"C 電腦視覺概論 #https://drive.google.com/drive/folders/1r3dh2mcN9DvDaC8BMHMAcnUEzDM1DCRT?usp=sharing\nC.S 電腦視覺\nC.L 莊永裕 | 台大資工系 系主任\n\n\",\"C 文字探勘與自然語言處理 #https://drive.google.com/file/d/1Ilna04YMK8IIA3eNOFZ-X1h9oPctEyWQ/view?usp=sharing\nC.S 自然語言處理\nC.L 黃瀚萱 | 政大資科系助理教授\n\n\",\"C 社群分析可以為組織帶來什麼好處 #https://drive.google.com/drive/folders/1g-JQbIBjLK8MwGApMI3BqK33EYKZWhDr\nC.S 社群媒體與社交網路分析\nC.L 胡筱薇 | 東吳大學巨資管理學院助理教授\n\n\",\"C 系統性思維與產業案例 #https://drive.google.com/open?id=1yAksyrrtSZxa_5CSjl62jKG6T_KSz2jf\nC.S 系統性思維與產業案例\nC.L 桑慧敏 | 清大特聘教授\n\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,,\"C 卷積神經網路CNN #https://drive.google.com/drive/folders/1r3dh2mcN9DvDaC8BMHMAcnUEzDM1DCRT?usp=sharing\nC.S 電腦視覺\nC.L 莊永裕 | 台大資工系 系主任\n\n\",\"C 文字探勘與自然語言處理 #https://drive.google.com/file/d/1Ilna04YMK8IIA3eNOFZ-X1h9oPctEyWQ/view?usp=sharing\nC.S 自然語言處理\nC.L 黃瀚萱 | 政大資科系助理教授\n\n\",\"C 社群分析可以為組織帶來什麼好處 #https://drive.google.com/drive/folders/1g-JQbIBjLK8MwGApMI3BqK33EYKZWhDr\nC.S 社群媒體與社交網路分析\nC.L 胡筱薇 | 東吳大學巨資管理學院助理教授\n\n\",\"C 系統性思維與產業案例\nC.S 系統性思維與產業案例\nC.L 桑慧敏 | 清大特聘教授\n\n\"\r\n12:20 - 13:40,,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,,\"C 代表性模型 #https://drive.google.com/drive/folders/1r3dh2mcN9DvDaC8BMHMAcnUEzDM1DCRT?usp=sharing\nC.S 電腦視覺\nC.L 莊永裕 | 台大資工系 系主任\n\n\",\"C 文字探勘與自然語言處理 #https://www.slideshare.net/secret/6wAgb6B0MQ6CtL\nC.S 現代文字處理技術\nC.L 陳宜欣 | 清華大學資工系副教授\n\n\",\"C 社群分析可以為組織帶來什麼好處 #https://drive.google.com/drive/folders/1g-JQbIBjLK8MwGApMI3BqK33EYKZWhDr\nC.S 社群媒體與社交網路分析\nC.L 胡筱薇 | 東吳大學巨資管理學院助理教授\n\n\",\"C 大數據解析與趣味\nC.S 大數據解析與趣味\nC.L 桑慧敏 | 清大特聘教授\n\n\"\r\n14:40 - 15:00,,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,,\"C CNN於電腦視覺之應用與實際案例 #https://drive.google.com/drive/folders/1r3dh2mcN9DvDaC8BMHMAcnUEzDM1DCRT?usp=sharing\nC.S 電腦視覺\nC.L 莊永裕 | 台大資工系 系主任\n\n\",\"C 文字探勘與自然語言處理 #https://www.slideshare.net/secret/6wAgb6B0MQ6CtL\nC.S 文字探勘+案例分享\nC.L 陳宜欣 | 清華大學資工系副教授\n\n\",\"C 社群分析可以為組織帶來什麼好處 #https://drive.google.com/drive/folders/1g-JQbIBjLK8MwGApMI3BqK33EYKZWhDr\nC.S 社群媒體與社交網路分析\nC.L 胡筱薇 | 東吳大學巨資管理學院助理教授\n\",\"C 大數據解析與趣味\nC.S 大數據解析與趣味\nC.L 桑慧敏 | 清大特聘教授\n\n\"\r\n16:30 - 17:00,,QA,QA,QA,QA\r\n17:00 - 17:30,,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,,\"C 專題演講 I #https://drive.google.com/file/d/1zcxDXSNlvTDYZSjPn1ybSoLmkam7eGJr/view?usp=sharing\nC.S 參數最佳化與演化式計算\nC.L 謝志宏 | 工研院 資深工程師\",\"C 專題演講 I #https://drive.google.com/file/d/1czPWMl2BSPyehchQ5TVImtHUWues9Qby/view?usp=sharing\nC.S 將對話AI應用於製造領域：概念驗證開發\nC.L 蔡宗翰 | 中央大學資訊工程系 / 教授   \",\"C 專題演講 I \nC.S 智慧型視覺化探索平台應用於藥學資料分析與商業決策\nC.L 洪暉鈞 | 北醫大科技與管理研究所助理教授\",\"C 專題演講 I #https://drive.google.com/open?id=1eHBE9-LxLy6bOHkiFwSSqi_vjvz4RWYJ\nC.S 從大數據到人工智能－以零售科學為例\nC.L 賀嘉生 | 中原大學資訊工程學系 教授\"\r\n18:15 - 19:00,,\"C 專題演講 Ⅱ #https://drive.google.com/drive/folders/1e7GNRk5NgfB_4IfT8CB8QpyLNzE6v6J0?usp=sharing\nC.S AI 減員增效案例分享\nC.L 李明達 | 開源機器人俱樂部 創辦人\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1YWWiCBj-4T5ZUu1E5tL1t_juXC0sjoYc/view?usp=sharing\nC.S 情感分析及其應用\nC.L 禹良治 | 元智資管系 系主任\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1jczLdIU3a1TdFREZZBIxBFW0FeEYzVLa/view?usp=sharing\nC.S Why did you say that? Visual Explanations from Deep Networks\nC.L 林宗甫 | 趨勢科技 資深工程師\",\"C 產業交流 Ⅱ \nC.S 經理人班內交流會\nC.L 班代 Edward \"','yes'),(7846,'dd7cb18871afa4691c7a21eb887ee3d9_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1RZVHFWYw4qtotUxnl6fxmMnSZd2cVeMevjmd5-UxKG0/export?format=csv&gid=607827501','yes'),(7847,'14d923457b98a800832ec90f6b7d522c','2021-01-08 05:22:31@DATE,2019/07/13,2019/07/20,2019/07/27,2019/08/03,2019/08/10\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C DNN原理與實做 #https://drive.google.com/drive/u/0/folders/1QtWsc5wezUc9RlZJ58LdvXFBWvDECUHb\nC.S DL & CNN\nC.L Yuki | 教研處\n\n\",\"C 語音與音樂訊號處理 #https://drive.google.com/file/d/1ZGzD5TLTcqa03zGp3efhtXyBlnJp8pcH/view?usp=sharing\nC.S 語音與音樂訊號處理\nC.L 曹昱 | 中研院資創中心 副研究員\n\n\",\"C 人工智慧的製造應用 #https://drive.google.com/file/d/1-h75e-4V-gV1_5P-bmrfpIH7i6Dq4jCd/view?usp=sharing\nC.S 製造資料特性與預處理技巧 \nC.L 李家岩 | 成大資工系副教授\n\n\",\"C 人工智慧的產業應用 \nC.S 智慧製造研究中心(iMRC)簡介 \nC.L 鄭芳田 | 成大製造所教授\n\n\",\"C 聊天機器人 #https://drive.google.com/file/d/10FC81IbS-cDw84Kv9lE-JJige0JOSebw/view?usp=sharing\nC.S Introduction & Task-Oriented Dialogues\nC.L 陳縕儂 | 台大資工系 助理教授\n\n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,\"C 訓練DNN模型的優化技巧 #https://drive.google.com/drive/u/0/folders/1QtWsc5wezUc9RlZJ58LdvXFBWvDECUHb\nC.S DL & CNN\nC.L  Yuki | 教研處\n\",\"C 語音與音樂訊號處理 #https://drive.google.com/file/d/1ZGzD5TLTcqa03zGp3efhtXyBlnJp8pcH/view?usp=sharing\nC.S 語音與音樂訊號處理\nC.L 曹昱 | 中研院資創中心 副研究員\n\n\",\"C 人工智慧的製造應用 #https://drive.google.com/file/d/1-h75e-4V-gV1_5P-bmrfpIH7i6Dq4jCd/view?usp=sharing\nC.S 重要參數篩選與精度預測 \nC.L 李家岩 | 成大資工系副教授\n\n\",\"C 人工智慧的產業應用 \nC.S 智慧工廠自動化(iFA)運作介紹 \nC.L 鄭芳田 | 成大製造所教授\n\n\",\"C 聊天機器人 #https://drive.google.com/file/d/10FC81IbS-cDw84Kv9lE-JJige0JOSebw/view?usp=sharing\nC.S Social Chit-Chat Dialogues & Recent Trends\nC.L 陳縕儂 | 台大資工系 助理教授\n\n\"\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,\"C 怎麼解決overfitting #https://drive.google.com/drive/u/0/folders/1QtWsc5wezUc9RlZJ58LdvXFBWvDECUHb\nC.S DL & CNN\nC.L  Kinna | 教研處\n\",\"C 語音與音樂訊號處理 #https://drive.google.com/file/d/1eIAVFJ0tn9IAAAXawS27KwJ0ZfRWkZXl/view?usp=sharing\nC.S 語音與音樂訊號處理\nC.L 蘇黎 | 中研院資訊科學研究所  助研究員\n\n\",\"C 人工智慧的製造應用 #https://drive.google.com/file/d/1-h75e-4V-gV1_5P-bmrfpIH7i6Dq4jCd/view?usp=sharing\nC.S 自動化生產排程與演算法 \nC.L 李家岩 | 成大資工系副教授\n\n\",\"C 人工智慧的產業應用 \nC.S 人工智慧的產業應用\nC.L 黃思皓 | 交大 資訊管理與財務金融助理教授\n\n\",\"C 推薦系統 #https://drive.google.com/file/d/1mlSSWoFzzZIVLkzhnS3iEkM2YlKgQtpP/view?usp=sharing\nC.S 關聯式推薦\nC.L 蔡銘峰 | 政大資訊科學系 副教授\n\n\"\r\n14:40 - 15:00,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,\"C CNN原理與實作 #https://drive.google.com/drive/u/0/folders/1QtWsc5wezUc9RlZJ58LdvXFBWvDECUHb\nC.S DL & CNN\nC.L Kinna | 教研處\n\n\",\"C 語音與音樂訊號處理 #https://drive.google.com/file/d/1eIAVFJ0tn9IAAAXawS27KwJ0ZfRWkZXl/view?usp=sharing\nC.S 語音與音樂訊號處理\nC.L 蘇黎 | 中研院資訊科學研究所  助研究員\n\n\",\"C 人工智慧的製造應用 #https://drive.google.com/file/d/1-h75e-4V-gV1_5P-bmrfpIH7i6Dq4jCd/view?usp=sharing\nC.S 從預測性思維到處方性決策\nC.L 李家岩 | 成大資工系副教授\n\n\",\"C 人工智慧的產業應用 \nC.S 人工智慧的產業應用\nC.L 黃思皓 | 交大 資訊管理與財務金融助理教授\n\n\",\"C 推薦系統 #https://drive.google.com/file/d/1mlSSWoFzzZIVLkzhnS3iEkM2YlKgQtpP/view?usp=sharing\nC.S 內容推薦\nC.L 蔡銘峰 | 政大資訊科學系 副教授\n\n\"\r\n16:30 - 17:00,QA,QA,QA,QA,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,\"C 專題演講 I\nC.S 人工智慧運算大趨勢 : 邁向百萬兆次計算\nC.L 梁伯嵩博士 | 聯發科技 首席技術顧問\",\"C 專題演講 I #https://drive.google.com/file/d/1U2g5j1xWr8SwS9BeKG5mXX2Zpqu4gqtK/view?usp=sharing\nC.S 賽微語音技術發展及產業應用\nC.L 劉進榮 | 賽微科技 副總經理\",\"C 專題演講 I #https://drive.google.com/file/d/13RActk_RFbFOPPzSSmKgu55Qb2snC9I8/view?usp=sharing\nC.S 如何成功取代工人智慧：人工智慧在電子產業應用的經驗分享\nC.L 龔化中 | 威聯通科技 技術長\n\",\"C 專題演講 I #https://drive.google.com/file/d/1M7waUIEtOfVJIiyRndCVhibEkXUa2sDU/view\nC.S Smart Manufacturing and Digital Transformation in Industry\nC.L 吳俊逸 | 康寧顯示玻璃 工程處主任\",\"C 專題演講 I #https://drive.google.com/file/d/11kpjFn89L0lPa0cFpa_cbKkHxoJp2p1U/view?usp=sharing\nC.S 數位廣告的力量：數位廣告的現況與未來\nC.L 梁凱智 | 經緯廣告科技 執行長\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ\nC.S 人工智慧運算大趨勢 : 邁向百萬兆次計算\nC.L 梁伯嵩博士 | 聯發科技 首席技術顧問\n\n \",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1TBAlVm7_qlQa06RHnsYLMB5uovEx_7vj/view?usp=sharing\nC.S 人工智慧在音樂中的應用\nC.L 林怡君 | 清華大學藝術中心\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1hNx7gTBUBn5ddt4GF6Z7Ze3dRxzSS2Ia/view?usp=sharing\nC.S 「精準醫療」的發展與挑戰－基於人類基因體的人工智慧\nC.L 蘇中才 | 亞大基因 創辦人暨科學長\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1vNVD8pvZ5S0GhSi6yXSIYZztPingoypp/view?usp=sharing\nC.S 文本大數據分析案例\nC.L 李御璽 | 銘傳大學 資工系教授\",\"C 專題演講 Ⅱ \nC.S Bringing Edge AI into Daily Life\nC.L 宋豐旭 | 大猩猩科技 副總經理\"','yes'),(7848,'14d923457b98a800832ec90f6b7d522c_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1RZVHFWYw4qtotUxnl6fxmMnSZd2cVeMevjmd5-UxKG0/export?format=csv&gid=1188519787','yes'),(7849,'16bc0a7843ad71684577245d6f418df9','2021-01-08 05:22:31@DATE,2019/08/17,2019/08/24\r\nWEEKDAY,星期六,星期六\r\n09:30 - 10:30,\"C 人工智慧開發環境建置 #https://drive.google.com/drive/folders/1iveK6OuVUUo2Mp2b-9LHLOIT_DYW9iu7?usp=sharing\nC.S 高效能的深度學習系統\nC.L 洪士灝 | 台大資工系教授\",\"VA 結業典禮\nC.S \nC.L 　\nP \nMERGE 11\"\r\n10:30 - 10:50,BREAK,\r\n10:50 - 12:20,\"C 人工智慧開發環境建置 #https://drive.google.com/drive/folders/1iveK6OuVUUo2Mp2b-9LHLOIT_DYW9iu7?usp=sharing\nC.S 高效能的深度學習系統\nC.L 洪士灝 | 台大資工系教授\",\r\n12:20 - 13:40,LUNCH,\r\n13:40 - 14:40,\"C 人工智慧開發環境建置 #https://drive.google.com/file/d/1B7ttP3MKGxiS-iEOwCaLjes4GnnfsUUc/view?usp=sharing\nC.S 在引入 AI 之前，企業必須知道的資料分析與機器學習實務\nC.L 許懷中 | 逢甲資工助理教授\",\r\n14:40 - 15:00,BREAK,\r\n15:00 - 16:30,\"C 人工智慧開發環境建置 #https://drive.google.com/file/d/1B7ttP3MKGxiS-iEOwCaLjes4GnnfsUUc/view?usp=sharing\nC.S 在引入 AI 之前，企業必須知道的資料分析與機器學習實務\nC.L 許懷中 | 逢甲資工助理教授\n\n\",\r\n16:30 - 17:00,QA,\r\n17:00 - 17:30,BREAK,\r\n17:30 - 18:15,\"C 專題演講 I \nC.S AI Edge Computing INTEL跨平台的視覺運算解決方案\nC.L 王宗業 | 美商英特爾台灣分公司 物聯網平台研發經理\",\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/open?id=1KZSgbBnJoNXohtkkKKXohdp5h6frzXP9\nC.S AI 應用市場與邊緣計算\nC.L 陳宇春 | Kneron 耐能智慧股份有限公司 產品行銷協理\",','yes'),(7850,'16bc0a7843ad71684577245d6f418df9_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1RZVHFWYw4qtotUxnl6fxmMnSZd2cVeMevjmd5-UxKG0/export?format=csv&gid=1748678936 ','yes'),(8193,'859c56c3a96d0a2feb57ebab2749ba3d','2021-01-06 06:11:09@DATE,2019/06/01,2019/06/08,2019/06/15,2019/06/22,2019/06/29\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"VA 開學典禮\nMERGE 12\",\"VA 端午節\nMERGE 12\",\"C 統計與資料分析 #https://drive.google.com/file/d/1TVV9kT5edHxlZvpiaGYtbRl-Rr15e3Pw/view?usp=sharing\nC.S 敘述性統計與機率分布\nC.L 謝宗震\",\"C 機器學習與演算法概論 #https://drive.google.com/file/d/16riWskqitOY8ZDjFVW-Ec89Ngge-owN0/view?usp=sharing\nC.S 機器學習概論\nC.L 葉倚任\nP \",\"C 深度學習 #https://drive.google.com/file/d/1qawus5-0BAcUN6HRO9h3nJTXKW_3gkkR/view?usp=sharing\nC.S 深度學習簡介\nC.L 蔡炎龍\nP \n\n\"\r\n10:30 - 10:50,,,BREAK,BREAK,BREAK\r\n10:50 - 12:20,,,C.S 參數估計與假設檢定,C.S 非監督式學習方法,\"C 深度學習 #https://drive.google.com/file/d/1qawus5-0BAcUN6HRO9h3nJTXKW_3gkkR/view?usp=sharing\nC.S 深度學習簡介\nC.L 蔡炎龍\nP \n\n\"\r\n12:20 - 13:40,,,LUNCH,LUNCH,LUNCH\r\n13:00 - 13:40,,,\"C 學員交流時間 \nC.L \",\"C 學員交流時間\nC.S 班代表選舉\nC.L 陳倫奇\n\",\"C 學員交流時間 #https://drive.google.com/file/d/1oF86eTsXuikKMn8gtpQwfXpLFXcmVXWD/view?usp=sharing\nC.S T-Brain AI 實戰吧！機器學習競賽平台介紹\nC.L 黃鐘慶\"\r\n13:40 - 14:40,,,C.S 資料處理方法,\"C 機器學習與演算法概論 #https://drive.google.com/file/d/16riWskqitOY8ZDjFVW-Ec89Ngge-owN0/view?usp=sharing\nC.S 機器學習概論\nC.L 葉倚任\nP \",\"C 深度學習 #https://drive.google.com/file/d/1qawus5-0BAcUN6HRO9h3nJTXKW_3gkkR/view?usp=sharing\nC.S 深度學習簡介\nC.L 蔡炎龍\nP \n\n\"\r\n14:40 - 15:00,,,BREAK,BREAK,BREAK\r\n15:00 - 16:30,,,\"C.S 探索式資料分析\n統計圖表\",\"C 機器學習與演算法概論 #https://drive.google.com/file/d/16riWskqitOY8ZDjFVW-Ec89Ngge-owN0/view?usp=sharing\nC.S 機器學習概論\nC.L 葉倚任\nP \",\"C 深度學習 #https://drive.google.com/file/d/1qawus5-0BAcUN6HRO9h3nJTXKW_3gkkR/view?usp=sharing\nC.S 深度學習簡介\nC.L 蔡炎龍\nP \n\n\"\r\n16:30 - 17:00,,,QA,QA,QA\r\n17:00 - 17:30,,,BREAK,BREAK,BREAK\r\n17:30 - 18:15,,,\"C 專題演講 I\nC.S AI 專案經驗與思維分享\nC.L 許瑞愷\",\"C 專題演講 I #https://drive.google.com/file/d/1NDhDRlT90QzYxxYkukXUVr8Uh6PmZMbY/view?usp=sharing\nC.S 數據探勘分析的應用與經驗\nC.L 陳倫奇\",\"C 專題演講 I #https://drive.google.com/file/d/1ratgKSef3IUv5Dl8Gxe7zvHar7hj2zFJ/view?usp=sharing\nC.S 從 BI 到 BI.AI-以醫院應用為例\nC.L 朱學亭\"\r\n18:15 - 19:00,,,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1hdUlgztw-YGBp9HlFGW8onJuBfFpalz0/view?usp=sharing\nC.S 台灣產業AI化的今日與明日\nC.L 蔡明順\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1dWyYmhq9lVf_iH6hu1u47Tj0rXx5Actq/view?usp=sharing\nC.S 建構工廠智慧雲與AI, 以提升競爭力\nC.L 曹永誠\n\",\"C 專題演講 Ⅱ #https://drive.google.com/drive/folders/1V5Er8-xpdtdaK_D6wMwkInxol6XVrwBS?usp=sharing\nC.S 手把手課程前置教學\nC.L TA 卓侑學\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(8194,'859c56c3a96d0a2feb57ebab2749ba3d_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1DXq8uHBGVHpgAEZVze9z52yHbsNy4pGY6dWAll_iLFg/export?format=csv&gid=204967109','yes'),(8195,'5f9d91bf456289e375454ed0a14de168','2021-01-06 06:11:10@DATE,2019/07/06,2019/07/13,2019/07/20,2019/07/27\r\nWEEKDAY,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 手把手資料&機器學習 #https://drive.google.com/drive/folders/1NzWzrYFMgAECugk-P8BzbOO7qfOyK90r?usp=sharing\nC.S Python 資料分析\nC.L 蔡岳霖助教.王維綱助教\nP \n\",\"C 電腦視覺 #https://drive.google.com/drive/folders/1NpesK4DaSBP0N2PoQJA99BEqkIsQlRlb?usp=sharing\nC.S 電腦視覺概論\nC.L 莊永裕\nP \",\"C 手把手深度學習 #https://drive.google.com/drive/folders/1WSWheRKpkNWOOrpe4NfvhKgGaSq2uu__?usp=sharing\nC.S DNN原理與實作\nC.L 藍雲瀚助教.徐嘉呈助教\nP \n\",\"C 語音與音樂訊號處理 #https://drive.google.com/file/d/1b0gOCCovSiRH6W7kscK7ZOqOVr2bIj6l/view?usp=sharing\nC.S 語音與音樂訊號處理\nC.L 曹昱\nP \n\"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,\"C 手把手資料分析 #https://drive.google.com/drive/folders/1NzWzrYFMgAECugk-P8BzbOO7qfOyK90r?usp=sharing\nC.S EDA資料探勘案例分析\nC.L 蔡岳霖助教.王維綱助教\nP \n\",C.S 卷積神經網路CNN​,\"C 手把手深度學習 #https://drive.google.com/drive/folders/1WSWheRKpkNWOOrpe4NfvhKgGaSq2uu__?usp=sharing\nC.S DNN原理與實作\nC.L 藍雲瀚助教.徐嘉呈助教\nP \n\",\"C 語音與音樂訊號處理 #https://drive.google.com/file/d/1b0gOCCovSiRH6W7kscK7ZOqOVr2bIj6l/view?usp=sharing\nC.S 語音與音樂訊號處理\nC.L 曹昱\nP \n\"\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,\"C 手把手機器學習 #https://drive.google.com/drive/folders/1NzWzrYFMgAECugk-P8BzbOO7qfOyK90r?usp=sharing\nC.S 迴歸分析\nC.L 蔡岳霖助教.王維綱助教\nP \n\",\"C 電腦視覺 #https://drive.google.com/drive/folders/1NpesK4DaSBP0N2PoQJA99BEqkIsQlRlb?usp=sharing\nC.S 代表性模型\nC.L\",\"C 產學發表初選\nC.S 產學發表初選\nC.L 羅文聰\nP \n\",\"C 音樂創作 x 人工智慧 #https://drive.google.com/file/d/1c6tU6IKzVHTEcsZPwKpK4TTKwvJcKQ04/view?usp=sharing\nC.S 音樂創作 x 人工智慧 \nC.L 蘇黎\nP \n\"\r\n14:40 - 15:00,BREAK ,BREAK ,BREAK,BREAK\r\n15:00 - 16:30,\"C 手把手機器學習 #https://drive.google.com/drive/folders/1NzWzrYFMgAECugk-P8BzbOO7qfOyK90r?usp=sharing\nC.S 分類&SVM\nC.L 蔡岳霖助教.王維綱助教\nP \n\",\"C 電腦視覺 #https://drive.google.com/drive/folders/1NpesK4DaSBP0N2PoQJA99BEqkIsQlRlb?usp=sharing\nC.S 應用與現況​\nC.L \",\"C 產學發表初選\nC.S 產學發表初選\nC.L 羅文聰\nP \n\",C.S \r\n16:30 - 17:00,QA,QA,QA,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/file/d/12L6R-_aMT1XYojUu6prS3woomAykJDZU/view?usp=sharing\nC.S 智慧型視覺化探索平台應用於藥學資料分析與商業決策\nC.L 洪暉鈞\",\"C 專題演講 I #https://drive.google.com/file/d/1ITfYAPmfDfPpzuLmKQ3nEVet3TSbDdpo/view?usp=sharing\nC.S 智慧機械- 從感測到應用\nC.L 楊浩青\",\"C 專題演講 I\nC.S AI書法字生成與AI機械手臂撰寫\nC.L 江振國\",\"C 專題演講 I #https://drive.google.com/file/d/1-j5aDB_lMVJtPvGh7xMU-S9pQx6tdNYu/view?usp=sharing\nC.S 人工智能創作樂曲要賣\nC.L 唐立權\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ \nC.S \nC.L 周忠信\n\",\"C 專題演講 Ⅱ #https://drive.google.com/drive/folders/1AUIRuFTC93-elVN9WosXpX3As96gZkx5?usp=sharing\nC.S 手把手前置教學-ML&DL\nC.L TA 侑學\n\",\"C 專題演講 Ⅱ \nC.S 無人機影像之AI 分析與應用\nC.L 楊明德\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/19yLLo5yW-w9fty4hncFcgVal6lm-oA55/view?usp=sharing\nC.S 人工智慧在音樂上的應用\nC.L 林怡君\n\"\r\n,,,,\r\n,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,','yes'),(8196,'5f9d91bf456289e375454ed0a14de168_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1DXq8uHBGVHpgAEZVze9z52yHbsNy4pGY6dWAll_iLFg/export?format=csv&gid=1876390550','yes'),(8197,'658b7b2b65eb75c41aae7763bd2c39ac','2021-01-06 06:11:11@DATE,2019/08/03,2019/08/10,2019/08/17,2019/08/24,2019/08/31\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 人工智慧的產業應用-以金融業的機會及挑戰為例 #https://drive.google.com/file/d/1QK_Wrdna_2VjM4EkGws2ZpdbV_hTIglg/view?usp=sharing\nC.L 楊立偉\nC.S 金融應用\nP \n\n\",\"C 智慧製造與生產線上的資料科學 #https://drive.google.com/file/d/1OhiUaqGqZdB-ORZP6mfBxORwWgfRLJWL/view?usp=sharing\nC.S 製造資料特性與預處理技巧\nC.L 李家岩\nP \n\",\"C 人工智慧的產業應用\nC.S 智慧製造AVM虛擬量測\nC.L 鄭芳田\",\"C 聊天機器人 #https://drive.google.com/file/d/1_nTpHRZuLpvr22CFF35xj1AG-4nbc5zX/view?usp=sharing\nC.S DL Background\nC.L 陳縕儂\nP \n\",\"C 社群媒體與社交網路分析 #https://drive.google.com/drive/folders/1ot01Vm9LhKx5R22mdY0Aiq3uBa8IuOQo?usp=sharing\nC.S 社群分析可以為組織帶來什麼好處?\nC.L 胡筱薇 \nP \"\r\n10:30 - 10:50,BREAK,BREAK,BREAK,BREAK,BREAK\r\n10:50 - 12:20,\"C 人工智慧的產業應用-以金融業的機會及挑戰為例 #https://drive.google.com/file/d/1QK_Wrdna_2VjM4EkGws2ZpdbV_hTIglg/view?usp=sharing\nC.L 楊立偉\nC.S 金融應用\nP \n\n\",\"C.S 重要參數篩選與精度預測 \nC.L 李家岩\",\"C.S 智慧製造AVM虛擬量測\n\",\"C.S Challenges & Conclusions\nC.L 陳縕儂\",\"C.S  \n\"\r\n12:20 - 13:40,LUNCH,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:40 - 14:40,\"C 文字與自然語言分析 #https://drive.google.com/file/d/16xizyNBz46-hJqx3XxRwtrMLvpz3f8z5/view?usp=sharing\nC.S 人工智慧與自然語言的關係\nC.L 王釧茹\n\n\n\",\"C 智慧製造與生產線上的資料科學 #https://drive.google.com/file/d/1OhiUaqGqZdB-ORZP6mfBxORwWgfRLJWL/view?usp=sharing\nC.S 自動化生產排程與演算法\nC.L 李家岩\nP \n\",\"C 智慧醫療 #https://drive.google.com/file/d/1Dqh81pzkvb8LkOhTQuybsBBQ6BIUPFpz/view?usp=sharing\nC.S 人工智慧的產業應用(醫療)\nC.L 王淳恆\nP \n\",\"C 推薦系統 #https://drive.google.com/file/d/1YDKbMG7I1uBEukiOv3gW7aP4gK9qplNF/view?usp=sharing\nC.S Collaborative Filtering\nC.L 蔡銘峰\",\"C 社群媒體與社交網路分析 #https://drive.google.com/drive/folders/1ot01Vm9LhKx5R22mdY0Aiq3uBa8IuOQo?usp=sharing\nC.S 社群分析可以為組織帶來什麼好處?\nC.L 胡筱薇 \nP \"\r\n14:40 - 15:00,BREAK,BREAK,BREAK,BREAK,BREAK\r\n15:00 - 16:30,C.S 文字探勘實例,C.S 從預測性思維到處方性決策,\"C 智慧醫療 #https://drive.google.com/file/d/1Dqh81pzkvb8LkOhTQuybsBBQ6BIUPFpz/view?usp=sharing\nC.S 人工智慧的產業應用(醫療)\nC.L 王淳恆\nP \n\",C.S Evaluation Techniques,C.S \r\n16:30 - 17:00,QA,QA,QA,QA,QA\r\n17:00 - 17:30,BREAK,BREAK,BREAK,BREAK,BREAK\r\n17:30 - 18:15,\"C 專題演講 I\nC.S 人工智慧運算大趨勢 : 邁向百萬兆次計算\nC.L 梁伯嵩\",\"C 專題演講 I\nC.S 人工智慧應用於金融科技\nC.L 黃思皓\",\"C 專題演講 I #https://drive.google.com/file/d/1CFj5QshCrIl5zvpDBrFFGyJT3AJMjmjv/view?usp=sharing\nC.S TCM on a smartphone\nC.L 藍崑展\",\"C 專題演講 I #https://drive.google.com/file/d/16gHURFc3vdpLeOSKYG390wwPeMFAqClt/view?usp=sharing\nC.S 將對話AI應用於製造領域： 概念驗證開發\nC.L 蔡宗翰\",\"C 專題演講 I #https://drive.google.com/file/d/14edtZwvRpFjme7Kyr1k4DywKiAPFiIzi/view?usp=sharing\nC.S 假新聞的對抗策略：從資料科學出發\nC.L 王銘宏\"\r\n18:15 - 19:00,\"C 專題演講 Ⅱ \nC.S 人工智慧運算大趨勢 : 邁向百萬兆次計算\nC.L 梁伯嵩\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1M2ONV7n_4wHLCktAwNjU9s8RtGRrf2jO/view?usp=sharing\nC.S 智慧生產排程實務\nC.L 鄭家年\n\",\"C 專題演講 Ⅱ \nC.S 透過社群網路智慧應用 改變民眾健康行為\nC.L 潘人豪\n\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1iB6M52t-HGEH4YuOLD_zccgNZZp5PXZI/view?usp=sharing \nC.S 人工智慧在鋼鐵製程之應用-從命題說起\nC.L  許朝詠\n\",\"C 專題演講 Ⅱ #https://drive.google.com/drive/folders/1CKe_dyWH53hL_Tivk2-oVB1khEAzJgvq?usp=sharing\nC.S 如何安全地把資料交給專家進行AI建模\nC.L 游家牧\n\"\r\n,,,,,\r\n,,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,,','yes'),(8198,'658b7b2b65eb75c41aae7763bd2c39ac_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1DXq8uHBGVHpgAEZVze9z52yHbsNy4pGY6dWAll_iLFg/export?format=csv&gid=437834275','yes'),(8199,'1d7660d88c33e4b70c2ae89d54acd026','2021-01-06 06:11:12@DATE,2019/09/07,2019/09/14,2019/09/21,2019/09/28\r\nWEEKDAY,星期六,星期六,星期六,星期六\r\n09:30 - 10:30,\"C 系統性思維與產業案例 #https://drive.google.com/drive/folders/1fzpezCjSnh_QclmIYh9GgRZcyuyEchCH?usp=sharing\n 大數據解析與趣味\nC.S 大數據解析: 科技之昔日與今日\nC.L 桑慧敏\nP \n\",\"VA 中秋節\nMERGE 11\",\"C 人工智慧開發環境的建置 #https://drive.google.com/file/d/1yru2YAKlauSIFc8lFz7cwhsqhTlapCnN/view?usp=sharing\nC.S 人工智慧開發環境的建置-高效能的深度學習系統\nC.L 洪士灝\nP \n\",\"C \nMERGE 4\"\r\n10:30 - 10:50,BREAK,,BREAK,\r\n10:50 - 12:20,\"C.S 產學, 教學, 與生活案例\",,\"C 人工智慧開發環境的建置 #https://drive.google.com/file/d/1yru2YAKlauSIFc8lFz7cwhsqhTlapCnN/view?usp=sharing\nC.S 人工智慧開發環境的建置-高效能的深度學習系統\nC.L 洪士灝\nP \n\",\r\n12:20 - 13:40,LUNCH,,LUNCH,BREAK\r\n13:40 - 14:40,\"C 系統性思維與產業案例 #https://drive.google.com/drive/folders/1fzpezCjSnh_QclmIYh9GgRZcyuyEchCH?usp=sharing\n 大數據解析與趣味\nC.S 再談大數據解析\nC.L 桑慧敏\nP \n\",,\"C 人工智慧開發環境的建置(13:00-15:00) #https://drive.google.com/file/d/1dLXt6eOWuXcUasS_-qnoIxpnb5h61HsN/view?usp=sharing\nC.S 在引入AI前企業必須知道的資料分析與機器學習實務\nC.L 許懷中\",\"C 結業典禮\nC.S 第三期結業典禮\nC.L 台灣人工智慧學校\nP 台中市政府集會堂\"\r\n14:40 - 15:00,BREAK,,BREAK,BREAK\r\n15:00 - 16:30,C.S ,,\"C 產學合作計畫發表\nC.S 第三期產學合作計畫發表\nC.L 許瑞愷\nP \n\",\"C 結業典禮\nC.S 第三期結業典禮\nC.L 台灣人工智慧學校\nP 台中市政府集會堂\nMERGE\"\r\n16:30 - 17:00,QA,,QA,\r\n17:00 - 17:30,BREAK,,BREAK,BREAK\r\n17:30 - 18:15,\"C 專題演講 I #https://drive.google.com/file/d/1Z_XaWyO_dcaQ-2kfyL-H68OharR2XNBA/view?usp=sharing\nC.S 參數最佳化與演化式計算\nC.L 謝志宏\",,\"C 產學合作計畫發表\nC.S 第三期產學合作計畫發表\nC.L 許瑞愷\nP \n\",\r\n18:15 - 19:00,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1Ba17TpXIk3swNDPJc2OKvZQI-EvWBs8t/view?usp=sharing\nC.S 由大數據、IoT及AI分析空品與疾病關聯應用\nC.L 楊朝棟\n\",,\"C 專題演講 Ⅱ #https://drive.google.com/drive/folders/17ZuP3oxteJQRBPy5-h_lIXVJv7n1gP8a?usp=sharing\nC.S AI Edge Computing with Intel OpenVINO Toolkit\nC.L 王宗業\",\r\n,,,,\r\n,,,,\r\n,\"C classname: 課程名稱\nC.S sub class name: 課程子名稱\nC.L lecture speaker([& speaker])*: 講者\nP location: 地點\n\nTA ta ...: 助教\nPS free text: 附註說明\nBREAK: 休息時間\nLUNCH: 午餐時間\nDINNER: 晚餐時間\nQA: 問答時間\nMERGE n: 跟下 (n+1) 格合併; default n = 2\n\n全日\nVA vacationname: 放假日\",,,','yes'),(8200,'1d7660d88c33e4b70c2ae89d54acd026_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1DXq8uHBGVHpgAEZVze9z52yHbsNy4pGY6dWAll_iLFg/export?format=csv&gid=1409047431','yes'),(9051,'a025f7221af9db12423836b66650eacb','2021-01-23 09:08:38@DATE,2019/07/20,2019/07/27,2019/08/03,2019/08/10,2019/08/17\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:40,\"C 開學典禮 #https://aiacademy.tw/opening-tp5/ \nC.S \nC.L \nMERGE 11\",\"C 敘述性統計與機率分布 #https://docs.google.com/document/d/1j7l8LnLTk1M50F4UqmNVu4LsnuJSGDCijqn9KlYw-nc/edit?usp=sharing\nC.S 統計與資料分析\nC.L 吳漢銘 | 台北大學統計學系 副教授\nP 生技園區\",\"C 機器學習概論 #https://drive.google.com/file/d/1mh4rqw2e128Dw1ClnNO8k2WXLbP7NBGT/view?usp=sharing\nC.S 機器學習與演算法概論\nC.L 陳弘軒 | 中央大學資工系 助理教授\nP R0 \n\",\"C 手把手的資料分析 #https://drive.google.com/drive/folders/1iWr1KqPFHZrYE-44IEaCJRmL6dz5PQfV?usp=sharing\nC.S Python 資料分析\nC.L  Leo| 教研處\nP R0\n\",\"C 深度學習簡介 #https://drive.google.com/file/d/1O8GsloEWxspQy2PcSXSrvq6ipILVL78n/view?usp=sharing\nC.S 深度學習入門\nC.L 蔡炎龍 | 政大應數系副教授\nP R0\n\"\r\n10:40 - 11:00,,BREAK,BREAK,BREAK,BREAK\r\n11:00 - 12:20,,\"C 參數估計與假設檢定 #https://docs.google.com/document/d/1j7l8LnLTk1M50F4UqmNVu4LsnuJSGDCijqn9KlYw-nc/edit?usp=sharing\nC.S 統計與資料分析\nC.L 吳漢銘 | 台北大學統計學系 副教授\",\"C 非監督式學習方法 #https://drive.google.com/file/d/1mh4rqw2e128Dw1ClnNO8k2WXLbP7NBGT/view?usp=sharing\nC.S 機器學習與演算法概論\nC.L 陳弘軒 | 中央資工 助理教授\nP R0 \n\",\"C 手把手的資料分析 #https://drive.google.com/drive/folders/1iWr1KqPFHZrYE-44IEaCJRmL6dz5PQfV?usp=sharing\nC.S EDA資料探勘案例分析\nC.L Leo | 教研處\nP R0\n\",\"C 深度學習實務技巧與前瞻技術 #https://drive.google.com/file/d/1O8GsloEWxspQy2PcSXSrvq6ipILVL78n/view?usp=sharing\nC.S 深度學習入門\nC.L 蔡炎龍 | 政大應數系副教授\nP R0\n\"\r\n12:20 - 13:20,,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:20 - 14:30,,\"C 資料處理方法 #https://docs.google.com/document/d/1j7l8LnLTk1M50F4UqmNVu4LsnuJSGDCijqn9KlYw-nc/edit?usp=sharing\nC.S 統計與資料分析\nC.L 吳漢銘 | 台北大學統計學系 副教授\",\"C 監督式學習方法 #https://drive.google.com/file/d/1mh4rqw2e128Dw1ClnNO8k2WXLbP7NBGT/view?usp=sharing\nC.S 機器學習與演算法概論\nC.L 陳弘軒 | 中央大學資工系 助理教授\nP R0 \n\",\"C 手把手的資料分析 #https://drive.google.com/drive/folders/1MXUi9ysczLEIJqFemDE-F9V_9Ecq4Qyb?usp=sharing\nC.S 迴歸分析\nC.L 鄒景舜 | 教研處\nP R0\n\",\"C 對抗式學習入門 #https://drive.google.com/file/d/1O8GsloEWxspQy2PcSXSrvq6ipILVL78n/view?usp=sharing\nC.S 深度學習入門\nC.L 蔡炎龍 | 政大應數系副教授\nP R0\n\"\r\n14:30 - 14:40,,BREAK,BREAK,BREAK,BREAK\r\n14:40 - 16:30,,\"C 探索式資料分析/統計圖表 #https://docs.google.com/document/d/1j7l8LnLTk1M50F4UqmNVu4LsnuJSGDCijqn9KlYw-nc/edit?usp=sharing\nC.S 統計與資料分析\nC.L 吳漢銘 | 台北大學統計學系 副教授\",\"C 學習理論、泛化與特徵重要性 #https://drive.google.com/file/d/1mh4rqw2e128Dw1ClnNO8k2WXLbP7NBGT/view?usp=sharing\nC.S 機器學習與演算法概論\nC.L 陳弘軒 | 中央大學資工系 助理教授\nP R0 \n\",\"C 手把手的資料分析 #https://drive.google.com/drive/folders/1MXUi9ysczLEIJqFemDE-F9V_9Ecq4Qyb?usp=sharing\nC.S 分類 & SVM\nC.L 鄒景舜 | 教研處\nP R0\n\",\"C 強化學習入門 #https://drive.google.com/file/d/1O8GsloEWxspQy2PcSXSrvq6ipILVL78n/view?usp=sharing\nC.S 深度學習入門\nC.L 蔡炎龍 | 政大應數系副教授\nP R0\n\"\r\n16:30 - 17:00,,BREAK,BREAK,BREAK,BREAK\r\n17:00 - 17:45,,\"C 專題演講 I #https://drive.google.com/file/d/1dKlkisB6KwZrcLGHktL0WHKPMIZ-UeT1/view?usp=sharing\nC.S 資料科學專案導入實務 \nC.L 謝宗震 | 智庫驅動股份有限公司博士\",\"C 專題演講 I #https://www.slideshare.net/secret/rRUkwcOwx64KoJ\nC.S 資料搜集x分析x應用\nC.L 闕嘉宏 | 創代科技 執行長\",\"C 專題演講 I #https://drive.google.com/file/d/1XhSD0vTIyVwQLXDoAb_cCLHbh1iF-Fio/view?usp=sharing\n\nC.S AI 專案經理的挑戰\nC.L 彭其捷 | 卡米爾股份有限公司 數據專案經理\",\"C 專題演講 I #https://docs.google.com/document/d/1x_-Z0-5Io2xVwu9QyS1ezLbFJSTiM9bxxl5_xn7X5kA/edit?usp=sharing\nC.S Practical AI\nC.L 張佳彥 |  趨勢科技 資深技術經理\"\r\n17:45 - 18:30,,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1zIWWSEsTpoV_JjQRT3kDz6V0KxriOcG8/view?usp=sharing\nC.S Predicting Winning Price in Real-Time Bidding\nC.L 吳齊軒 | \",\"C 專題演講 Ⅱ #https://drive.google.com/drive/folders/155PYaNiDElX2Yn0WpuBbBnhBCe3nDXg0?usp=sharing\nC.S 手把手預備課程\nC.L  | 教研處\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1n-VsIeShJmXpFUQ02m6UvVtlP2VBtntl/view?usp=sharing\nC.S When AI Meets Brain Imaging\nC.L 郭柏志 | 中研院統計科學研究所博士\",\"C 專題演講 Ⅱ \nC.S Case Study - Deep01\nC.L 周仁海 | Deep 01創辦人\"','yes'),(9052,'a025f7221af9db12423836b66650eacb_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1t0a4N4IOUvphKg3QXGpG72IcbjDszqXos_LoXXWa5HQ/export?format=csv&gid=0','yes'),(9053,'bf88cd8dd54d6347e361268f2712a691','2021-01-23 09:08:39@DATE,2019/08/24,2019/08/31,2019/09/07,2019/09/14,2019/09/21\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期六\r\n09:30 - 10:40,\"C 電腦視覺概論 #https://drive.google.com/drive/u/0/folders/1yNMKX4frtcfxc37NrlIqkk9LHMTdI2hz?usp=sharing\nC.S 電腦視覺\nC.L 莊永裕 | 台大資工系 系主任\nP 生技園區\n\",\"C 語音與音樂訊號處理 #https://drive.google.com/drive/folders/1BAd7BVtmCkJFFWPZ2uQAZVBD6KGvMeYi?usp=sharing\nC.S 語音與音樂訊號處理\nC.L 廖元甫 | 北科大電子工程系通訊與訊號處理組 副教授\nP 生技園區\n\",\"C 手把手的深度學習 #https://drive.google.com/drive/folders/1_QffdduKehegQL-oo6aUjUYU6cMf0A29 \nC.S 手把手的深度學習 \nC.L 白居奇 | 教研處 P R0 \",\"VA 中秋連假 停課一周\nC.S \nC.L 　\nMERGE 11\",\"C 文字能挖出什麼有價值的資訊 #https://drive.google.com/file/d/1rVpvynHwsGF9an-IM-FkfwB7vP-3tXsH/view?usp=sharingusp=sharing\nC.S 文字探勘與自然語言處理\nC.L 陳宜欣 | 清華大學資工系副教授\nP 生技園區\n\n\"\r\n10:40 - 11:00,BREAK,BREAK,BREAK,,BREAK\r\n11:00 - 12:20,\"C 卷積神經網路CNN #https://drive.google.com/drive/u/0/folders/1yNMKX4frtcfxc37NrlIqkk9LHMTdI2hz?usp=sharing\nC.S 電腦視覺\nC.L 莊永裕 | 台大資工系 系主任\nP 生技園區\n\",\"C 語音與音樂訊號處理 #https://drive.google.com/drive/folders/1BAd7BVtmCkJFFWPZ2uQAZVBD6KGvMeYi?usp=sharing\nC.S 語音與音樂訊號處理\nC.L 廖元甫 | 北科大電子工程系通訊與訊號處理組 副教授\nP 生技園區\n\",\"C 手把手的深度學習 #https://drive.google.com/drive/folders/1_QffdduKehegQL-oo6aUjUYU6cMf0A29 \nC.S 手把手的深度學習 \nC.L 白居奇 | 教研處 P R0 \",,\"C 如何進行文字探勘 #https://drive.google.com/file/d/1rVpvynHwsGF9an-IM-FkfwB7vP-3tXsH/view?usp=sharing\nC.S 文字探勘與自然語言處理\nC.L 陳宜欣 | 清華大學資工系副教授\nP R0\n\n\"\r\n12:20 - 13:20,LUNCH,LUNCH,LUNCH,,LUNCH\r\n13:20 - 14:30,\"C 代表性模型 #https://drive.google.com/drive/u/0/folders/1yNMKX4frtcfxc37NrlIqkk9LHMTdI2hz?usp=sharing\nC.S 電腦視覺\nC.L 莊永裕 | 台大資工系 系主任\nP 生技園區\n\",\"C 音樂創作 x 人工智慧 #https://drive.google.com/file/d/1vUzHai7EKqKczbkGhMX056cWmEaiwJvG/view?usp=sharing \nC.S 語音與音樂訊號處理\nC.L 蘇黎 | 中研院資訊科學研究所  助研究員\nP 生技園區\n\",\"C 手把手的深度學習 #https://drive.google.com/drive/u/0/folders/1fhJrKDesKJly0aDP0nOhj0cxCFffZgTH \nC.S 手把手的深度學習\nC.L 歐陽亦凡 | 教研處 P R0 \",,\"C 實務應用 #https://drive.google.com/file/d/1rVpvynHwsGF9an-IM-FkfwB7vP-3tXsH/view?usp=sharing\nC.S 文字探勘與自然語言處理\nC.L 陳宜欣 | 清華大學資工系副教授\nP R0\n\n\"\r\n14:30 - 14:40,BREAK,BREAK,BREAK,,BREAK\r\n14:40 - 16:30,\"C CNN於電腦視覺之應用與實際案例 #https://drive.google.com/drive/u/0/folders/1yNMKX4frtcfxc37NrlIqkk9LHMTdI2hz?usp=sharing\nC.S 深度學習入門\nC.L 莊永裕 | 台大資工系 系主任\nP 生技園區\n\",\"C 音樂創作 x 人工智慧 #https://drive.google.com/file/d/1vUzHai7EKqKczbkGhMX056cWmEaiwJvG/view?usp=sharing \nC.S 語音與音樂訊號處理\nC.L 蘇黎 | 中研院資訊科學研究所  助研究員\nP 生技園區\n\",\"C 手把手的深度學習 #https://drive.google.com/drive/u/0/folders/1fhJrKDesKJly0aDP0nOhj0cxCFffZgTH \nC.S 手把手的深度學習 \nC.L 歐陽亦凡 | 教研處 P R0 \",,\"C 實務應用 #https://drive.google.com/file/d/1rVpvynHwsGF9an-IM-FkfwB7vP-3tXsH/view?usp=sharing\nC.S 文字探勘與自然語言處理\nC.L 陳宜欣 | 清華大學資工系副教授\nP R0\n\n\"\r\n16:30 - 17:00,BREAK,BREAK,BREAK,,BREAK\r\n17:00 - 17:45,\"C 專題演講 I #https://drive.google.com/file/d/1qa8S-wgS_R_w0QJuLdOxO2t661-MLEqJ/view?usp=sharing\nC.S Computer Vision: Image Recognition and Beyond\nC.L 陳佩君 | Inventec資料科學家\",\"C 專題演講 I #https://drive.google.com/file/d/1wiHGdVgLfZbEWMeoGHdCsdz-rIS6eX15/view?usp=sharing\nC.S Voice Conversion and Its Applications\nC.L 王新民 | 中研院資訊科學研究所副所長\",\"C 專題演講 I #https://drive.google.com/file/d/1JyiRMM1r6j5uYROIhN50h2SH5t0NDj3G/view?usp=sharing\nC.S 人工智慧在資訊安全上的應用\nC.L 周秉誼 | 趨勢科技\",,\"C 專題演講 #https://drive.google.com/file/d/1Tyle8CEKPtGT9HYskuOEQ7XMm3P0fQK7/view?usp=sharing\nC.S 文字探勘與自然語言處理\nC.L 曾元顯 | 台師大圖資研究所 副所長\"\r\n17:45 - 18:30,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/13HGTg2PCeLhAq9E6sctgxhIO1nzEUvKK/view?usp=sharing\nC.S AI、大數據與個人資料保護規\n範\nC.L 黃銘傑 | 台大法律學院 教授\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1FLDWhFGtfjMzkcKv_9Cui_xh1qwBuc5u/view?usp=sharing\nC.S 手把手環境建置\nC.L 湯沂達 | 教研處\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1BcOCh2VzP9gqo3iPxYLODMw8swJiVNzm/view?usp=sharing\nC.S  醫學影像與人工智慧\nC.L 張瑞峰 | 台大資工教授\",,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1cmTAYJmPB3Tu-q9sS9OlNQgpkq3N2xTf/view?usp=sharing\nC.S 國研院國網中心AI 雲端計算平台、核心技術應用及資料集平台\nC.L 姚志民 | 國網中心 研發服務組 組長 \"','yes'),(9054,'bf88cd8dd54d6347e361268f2712a691_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1t0a4N4IOUvphKg3QXGpG72IcbjDszqXos_LoXXWa5HQ/export?format=csv&gid=1126771782','yes'),(9055,'2f08938f13d89ceee7fe5d79ff4884b7','2021-01-23 09:08:39@DATE,2019/09/28,2019/10/05,2019/10/12,2019/10/19,2019/10/27\r\nWEEKDAY,星期六,星期六,星期六,星期六,星期日\r\n09:30 - 10:40,\"C 人工智慧在金融行業上的應用 #https://drive.google.com/file/d/1cipvlTjr21F3HJZcMkfRz65DGhq5RWI5/view?usp=sharing\nC.S 人工智慧的產業應用\nC.L 楊立偉 | 台大商學研究所 / 兼任助理教授\nP 生技園區\n\",\"C 社群分析可以為組織帶來什麼好處 #https://drive.google.com/file/d/1My5W3XkVn-yrp7DzHHPjU2w-Pfy4XBLs/view?usp=sharing\nC.S 社群媒體與社交網路分析\nC.L 胡筱薇 | 東吳大學巨資管理學院 副教授\nP 生技園區\",\"VA 雙十連假 停課一周\nC.S \nC.L 　\nMERGE 11\",\"C 人工智慧的製造應用 #https://drive.google.com/file/d/1p350oEo02O79IXKjR6OSyg-zPhBQyopV/view?usp=sharing\nC.S 製造資料特性與預處理技巧 \nC.L 李家岩 | 成大資工系副教授\nP 生技園區\n\",\"C 聊天機器人 #https://drive.google.com/file/d/1eb-0UlxCwoMWoJDqav4Y6khlR_6kCe95/view?usp=sharing\nC.S 聊天機器人\nC.L 蔡宗翰\nP 生技園區\n\"\r\n10:40 - 11:00,BREAK,BREAK,,BREAK,BREAK\r\n11:00 - 12:20,\"C 人工智慧在金融行業上的應用 #https://drive.google.com/file/d/1cipvlTjr21F3HJZcMkfRz65DGhq5RWI5/view?usp=sharing\nC.S 人工智慧的產業應用\nC.L 楊立偉 | 台大商學研究所 / 兼任助理教授\nP 生技園區\n\",\"C 社群分析可以為組織帶來什麼好處 #https://drive.google.com/file/d/1My5W3XkVn-yrp7DzHHPjU2w-Pfy4XBLs/view?usp=sharing\nC.S 社群媒體與社交網路分析\nC.L 胡筱薇 | 東吳大學巨資管理學院 副教授\nP 生技園區\n\",,\"C 人工智慧的製造應用 #https://drive.google.com/file/d/1p350oEo02O79IXKjR6OSyg-zPhBQyopV/view?usp=sharing\nC.S 重要參數篩選與精度預測\nC.L 李家岩 | 成大資工系副教授\nP 生技園區\n\",\"C 聊天機器人 #https://drive.google.com/file/d/1eb-0UlxCwoMWoJDqav4Y6khlR_6kCe95/view?usp=sharing\nC.S 聊天機器人\nC.L 蔡宗翰\nP 生技園區\n\"\r\n12:20 - 13:20,LUNCH,LUNCH,,LUNCH,LUNCH\r\n13:20 - 14:30,\"C 推薦系統 #https://drive.google.com/file/d/1sWKV3Ax4cy7MMg6oaXOyce4VDE86y9R4/view?usp=sharing\nC.S 關聯式推薦\nC.L 蔡銘峰 | 政大資訊科學系 副教授\nP 生技園區\n\",\"C 社群分析可以為組織帶來什麼好處 #https://drive.google.com/file/d/1My5W3XkVn-yrp7DzHHPjU2w-Pfy4XBLs/view?usp=sharing\nC.S 社群媒體與社交網路分析\nC.L 胡筱薇 | 東吳大學巨資管理學院 副教授\nP 生技園區\n\",,\"C 人工智慧的製造應用 #https://drive.google.com/file/d/1p350oEo02O79IXKjR6OSyg-zPhBQyopV/view?usp=sharing\nC.S 自動化生產排程與演算法 \nC.L 李家岩 | 成大資工系副教授\nP 生技園區\n\",\"C 人工智慧在醫療上的應用 #https://drive.google.com/file/d/1Yd_leywnRiSd_Sz8YtIaeHXLo1QkKcQj/view?usp=sharing\nC.S 醫療AI的落地實踐\nC.L 黃宗祺 | 中國醫藥大學附醫-AI 中心主任\nP 生技園區\n\"\r\n14:30 - 14:40,BREAK,BREAK,,BREAK,BREAK\r\n14:40 - 16:30,\"C 推薦系統 #https://drive.google.com/file/d/1sWKV3Ax4cy7MMg6oaXOyce4VDE86y9R4/view?usp=sharing\nC.S 內容推薦\nC.L 蔡銘峰 | 政大資訊科學系 副教授\nP 生技園區\n\",\"C 社群分析可以為組織帶來什麼好處 #https://drive.google.com/file/d/1My5W3XkVn-yrp7DzHHPjU2w-Pfy4XBLs/view?usp=sharing\nC.S 社群媒體與社交網路分析\nC.L 胡筱薇 | 東吳大學巨資管理學院 副教授\nP 生技園區\n\",,\"C 人工智慧的製造應用 #https://drive.google.com/file/d/1p350oEo02O79IXKjR6OSyg-zPhBQyopV/view?usp=sharing\nC.S 從預測性思維到處方性決策\nC.L 李家岩 | 成大資工系副教授\nP 生技園區\n\",\"C 人工智慧在醫療上的應用 #https://drive.google.com/file/d/1Yd_leywnRiSd_Sz8YtIaeHXLo1QkKcQj/view? \nC.S 醫療AI的落地實踐\nC.L 黃宗祺 | 中國醫藥大學附醫-AI 中心主任\nP 生技園區\n\"\r\n16:30 - 17:00,BREAK,BREAK,,BREAK,BREAK\r\n17:00 - 17:45,\"C 專題演講 I #https://drive.google.com/file/d/1fiFunko_CIRmEAaAoPo9WgFHcLiGdqAF/view?usp=sharing\nC.S 人工智慧產業生態與產業聚落產業AI化\nC.L  劉建志 | 亞洲物聯網聯盟秘書長\",\"C 專題演講 I #https://drive.google.com/file/d/1jMuUVGdU0mdPiaYI3zoJH65tv3z0QvoI/view?usp=sharing\nC.S 數位廣告的現況與未來\nC.L 梁凱智 | 經緯廣告科技執行長\",,\"C 專題演講 I #https://drive.google.com/file/d/1mX3iOA781MPmN8YHzQku3VTiCql-ZZHh/view?usp=sharing\nC.S 應用AI於智慧製造之方法與實際案例 \nC.L 蔡孟勳 | 台大機械系教授\",\"C 專題演講 I \nC.S AI在政府政策與產業應用經驗分享\nC.L 林明仁 | 台大經濟系 教授\"\r\n17:45 - 18:30,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1BOX7jGyy8vIDLOvrkfa5w9oTlQxvomjo/view?usp=sharing\nC.S 假新聞的對抗策略：從資料科學出發\nC.L 王銘宏 | 逢甲大學資工系 助理教授\",\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1KbXF1-_xMpC0yKTkjP8OD1Jj17ZbfNO5/view?usp=sharing\nC.S SP Research and Applications\nC.L 陳柏琳 | 師大資工系 教授\",,\"C 專題演講 Ⅱ \nC.S 製造智能化在自動化光學檢測系統與技術之發展趨勢\nC.L 陳亮嘉 | 台大機械系特聘教授\",\"C 專題演講 Ⅱ \nC.S 人工智慧於數位醫療影像之應用\nC.L 呂志偉 | 安盟生技 科技長\"','yes'),(9056,'2f08938f13d89ceee7fe5d79ff4884b7_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1t0a4N4IOUvphKg3QXGpG72IcbjDszqXos_LoXXWa5HQ/export?format=csv&gid=438120205','yes'),(9057,'6631edcb87e3296b44945560c977458a','2021-01-23 09:08:40@DATE,2019/11/02,2019/11/09,2019/11/16,2019/11/23\r\nWEEKDAY,星期六,星期六,星期六,星期六\r\n09:30 - 10:40,\"C 系統性思維與產業案例 #https://drive.google.com/drive/folders/1VHymF3EK7OD60UQ3_62vv4gFN6tjcjGs?usp=sharing\nC.S 系統性思維與產業案例\nC.L 桑慧敏 | 清大特聘教授\nP 生醫所\n\",\"VA 校友年會 停課一周\nC.S \nC.L 　\nMERGE 11\",\"C 深度學習在實作上的各種挑戰 #https://drive.google.com/drive/folders/1yUF2LAmf4n3BWQzYE7UP-neNv-yiUWLR?usp=sharing\nC.S 深度學習在實作上的各種挑戰\nC.L 陳維超 | 台大資工所兼任助理教授\nP 生技園區\n\",\"VA 結業典禮\nC.S \nC.L 　\nMERGE 11\nP 生技園區\"\r\n10:40 - 11:00,BREAK,BREAK,BREAK,BREAK\r\n11:00 - 12:20,\"C 系統性思維與產業案例 #https://drive.google.com/drive/folders/1VHymF3EK7OD60UQ3_62vv4gFN6tjcjGs?usp=sharing\nC.S 系統性思維與產業案例\nC.L 桑慧敏 | 清大特聘教授\nP 生醫所\n\",\"C.S 內容推薦\nC.L 蔡銘峰\",\"C 深度學習在實作上的各種挑戰 #https://drive.google.com/drive/folders/1whE_UDiIxOd2z4Rjv2cBxgS4mvPoO4gz?usp=sharing\nC.S 深度學習在實作上的各種挑戰\nC.L 陳維超 | 台大資工所兼任助理教授\nP 生技園區\n\",\r\n12:20 - 13:20,LUNCH,LUNCH,LUNCH,LUNCH\r\n13:20 - 14:30,\"C 大數據解析與趣味 #https://drive.google.com/drive/folders/1VHymF3EK7OD60UQ3_62vv4gFN6tjcjGs?usp=sharing\nC.S 大數據解析與趣味\nC.L 桑慧敏 | 清大特聘教授\nP 生醫所\n\",\"C 推薦系統 & 聊天機器人(二) #https://drive.google.com/open?id=1-XvYcY4Q_uaB3Csz-URITDv-N6C9d12J \nC.S 對話系統\nC.L 陳縕儂 | 台灣大學資訊工程系\",\"C 人工智慧開發環境建置 #https://drive.google.com/file/d/1JDrf9T4di7fAOaYbaW48t8u4Mkee0zYm/view?usp=sharing\nC.S 人工智慧開發環境的建置 -高效能的深度學習系統\nC.L 洪士灝 | 台大資訊工程學系教授\nP 生技園區\n\",\r\n14:30 - 14:40,BREAK,BREAK,BREAK,BREAK\r\n14:40 - 16:30,\"C 大數據解析與趣味 #https://drive.google.com/drive/folders/1VHymF3EK7OD60UQ3_62vv4gFN6tjcjGs?usp=sharing\nC.S 大數據解析與趣味\nC.L 桑慧敏 | 清大特聘教授\nP 生醫所\n\",C.S 深度學習對話系統,\"C 人工智慧開發環境建置 #https://drive.google.com/file/d/1JDrf9T4di7fAOaYbaW48t8u4Mkee0zYm/view?usp=sharing\nC.S 人工智慧開發環境的建置 -高效能的深度學習系統\nC.L 洪士灝 | 台大資訊工程學系教授\nP 生技園區\n\",\r\n16:30 - 17:00,BREAK,BREAK,BREAK,BREAK\r\n17:00 - 17:45,\"C 專題演講 I \nC.S 智能系統設計 \nC.L 黃祥麟 | 微光國際資訊有限公司 執行長\",,\"C 專題演講 I #https://drive.google.com/file/d/1LbzS9YeN-d4JusDs02v0NFAI0lRfoVLL/view?usp=sharing\nC.S Intel IoT Edge Computing在AI 領域的應用與商機 \nC.L 翁家成 Intel 物聯網平台應用總監\",\r\n17:45 - 18:30,\"C 專題演講 Ⅱ #https://drive.google.com/file/d/1pQValc3JjpJZtpD1fSCWGul8BHhZYcT7/view?usp=sharing\nC.S Reimagine! 大AI時代的起點\nC.L 蔡明順 | 台灣人工智慧學校營運長\",,\"C 專題演講 Ⅱ #https://drive.google.com/drive/folders/1eBLZVRnFELEkrUH8xXQGtgaNfTKxOQES\nC.S AI in Healthcare\nC.L 瞿志豪|永加利醫學科技股份有限公司董事長\",','yes'),(9058,'6631edcb87e3296b44945560c977458a_before_md5','getHtml::https://docs.google.com/spreadsheets/d/1t0a4N4IOUvphKg3QXGpG72IcbjDszqXos_LoXXWa5HQ/export?format=csv&gid=1986279521 ','yes'),