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.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.
Learning from Data, by Yaser Abu-Mostafa, Malik Magdon-Ismail and Hsuan-Tien Lin,
Language: English teaching
Learning from Data, by Yaser Abu-Mostafa, Malik Magdon-Ismail and Hsuan-Tien Lin,
Language: English teaching
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| homeworkhomework homework |
70 | |
| project (tentative)project (tentative) project (tentative) |
30 |
