資料科學學程, 資工所, 資工系 本課程以英語授課。人工智慧碩士班必修。上課教室：資103；104、105、107同步。 網媒所 本課程以英語授課。人工智慧碩士班必修。資102同步。 智慧醫療學程 本課程以英語授課。人工智慧碩士班必修地點資103、104、105、107同步智慧醫療學程所屬電資學院數據領域課程 AI學程聯盟 本課程以英語授課。人工智慧碩士班必修。上課教室：資103；104、105、107同步。TAICA課程。

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.

Computer Programming, Calculus, Probability, Linear Algebra