5512 - 機器學習 英授 Taught in English
Machine Learning
教育目標 Course Target
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.
參考書目 Reference Books
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
評分方式 Grading
| 評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
|---|---|---|
|
homework homework |
70 | |
|
project (tentative) project (tentative) |
30 |
授課大綱 Course Plan
點擊下方連結查看詳細授課大綱
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相似課程 Related Courses
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課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 5512
- 學分 Credit: 3-0
-
上課時間 Course Time:Monday/5,6,7[遠距課程]
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授課教師 Teacher:林軒田/工院教師
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修課班級 Class:共選修3,4,碩博1,2
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選課備註 Memo: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。
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