- 課程代碼
- CE6146*
- 課程名稱
- 深度學習介紹 Introduction to Deep Learning
- 學分
- 3
- 學期
- 1111
- 單位
- 資訊工程學系 Department of Computer Science and Elec. Engineering (5002)
- 班級
- 博士班 Doctoral Program
- 修課人數
- 60 人
- 老師
-
孫敏德資訊工程學系 Department of Computer Science and Elec. Engineering (5002) - 助教
-
邱柏瑋資訊工程學系 Department of Computer Science and Elec. Engineering (5002)
邱子宸資訊工程學系 Department of Computer Science and Elec. Engineering (5002)
陳家偉資訊工程學系 Department of Computer Science and Elec. Engineering (5002)
江毓晴資訊工程學系軟體工程碩士班 Institute of Software Engineering (5205) - 備註
- TA：
江毓晴 e890316@gmail.com
邱柏瑋 h23468270@gmail.com
邱子宸 kenchiu0507@gmail.com
朱席靚 bbbb45464546@gmail.com
何若婷 aj880923@gmail.com
陳家偉 nk960106@gmail.com
王彬宇 r0976439561@gmail.com楊歷恆ckyismydad@gmail.comOffice: 工五館E6-B322
Office Phone: (03) 422-7151 ext : 35357 - 課程簡介
- Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. This course intends to teach students simple, efficient tools to implement programs capable of learning from data.
- 課程大綱
- 連結至教務系統大綱
- 教科書
- Aurélien Géron, Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems, 2nd Ed., Oct. 2019. O'Reilly Media.
ISBN-13: 978-1492032649 - 成績說明
Small Projects
60% (3 projects, 20% each)
Final Exam (12/29)
20%
Final Project
15% (Presentation on 1/5/2023) + 15% (Final Report)
Total
100% + 10% bonus
- QR Code
- 放大
基本資訊
課程說明