- 課程代碼
- CEA050*
- 課程名稱
- 深度學習介紹 Introduction to Deep Learning
- 學分
- 3
- 學期
- 1092
- 單位
- 資訊工程學系 Department of Computer Science and Elec. Engineering (5002)
- 班級
- 碩士在職專班 In-service Master's Program
- 修課人數
- 32 人
- 老師
-
孫敏德資訊工程學系 Department of Computer Science and Elec. Engineering (5002) - 助教
-
曾嘉鴻資訊工程學系 Department of Computer Science and Elec. Engineering (5002)
陳柏穎資訊工程學系 Department of Computer Science and Elec. Engineering (5002)
黃靖筌資訊工程學系 Department of Computer Science and Elec. Engineering (5002)
城偉竣資訊工程學系 Department of Computer Science and Elec. Engineering (5002)
陳妍如資訊工程學系 Department of Computer Science and Elec. Engineering (5002)
- 備註
- You are encouraged to discuss homework assignments with each other. However, you are individually responsible for the homework assignments and exams. You are NOT allowed to copy assignment from each other. Any offense of this policy will be reported to the Academic Honesty Committee. If you are having difficulties, see me or TA during office hours or schedule a meeting with us via email.
- 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
45% (3 projects, 15% each)
Final Exam
30%
Term Project
15% (Presentation) + 15% (Final Report)
Total
100% + 5% bonus
- QR Code
- 放大
基本資訊
課程說明