109年第1學期-5327 深度學習之物理研究應用專題（一） 課程資訊

評分方式

評分項目	配分比例	說明
Project assignment	100

教育目標

This course will focus on the application of machine learning on physical problems. Students will be assigned to specified projects and are required to finish the projects under the guidance of the supervisors. The students will learn research methods, various types of machine learning, data collections, and receive training on the application of machine learning on specified problems.

基本資料

選修課，學分數：3-0
上課時間：五/7,8,9[ST233]
修課班級：應物系3,4,碩博
修課年級：年級以上
選課備註：大3,4可選[III類選修，限論文專題(一)上期修習及格或同步修習者]，須經授課教師同意，人工選課

參考書目

Python Machine Learning 2nd Ed.
Sebastian Raschka and Vahid Mirjalili
Packt Publishing Ltd.

Reinforcement Learning: An introduction. 2nd Edition
Richard S. Sutton and Andrew G. Barto
The MIT Press