113年第1學期-5512 機器學習 課程資訊

評分方式

評分項目	配分比例	說明
homework	70
project (tentative)	30

教育目標

Machine learning allows computational systems to adaptively improve their performance with experience accumulated from the data observed. This course introduces the basics of learning theories, the design and analysis of learning algorithms, and some applications of machine learning.The course is designed to prepare junior graduate students with a solid background of machine learning and allow them to use machine learning techniques appropriately in their future research or industry projects.

基本資料

選修課，學分數：3-0
上課時間：一/5,6,7[遠距課程]
修課班級：共選修3,4,碩博1,2
修課年級：1年級以上
選課備註：教育部補助臺灣大專院校人工智慧學程聯盟，台灣大學開設之主導課程，遠距課程，英語授課，上課時間：13：20-16：20。

參考書目

Learning from Data, by Yaser Abu-Mostafa, Malik Magdon-Ismail and Hsuan-Tien Lin,
Language: English teaching