5518 - 機器學習
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
learn and allow them to use machine learning techniques appropriately in their future
research or industry projects.
參考書目 Reference Books
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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
Click the link below to view the detailed course plan
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課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 5518
- 學分 Credit: 3-0
-
上課時間 Course Time:Wednesday/2,3,4
-
授課教師 Teacher:林軒田/工院教師
-
修課班級 Class:共選修3,4,碩博1,2(工學院開)
-
選課備註 Memo:教育部補助臺灣大專院校人工智慧學程聯盟，開設學校：臺灣大學（林軒田），上課時間：星期三 09:10-12:10，遠距課程。開放大三以上修課。
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