0702 - 數據科學導論
Introduction to Data Science
教育目標 Course Target
使學生對各類型資料之處理與分析有基本的了解。課程涵蓋資料收集、探索、建模、推論與預測等核心內容。
Enable students to have a basic understanding of the processing and analysis of various types of data. The course covers core content such as data collection, exploration, modeling, recommendation and prediction.
參考書目 Reference Books
1. Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani (2021). An Introduction to Statistical Learning:with Applications in R. 2nd edition. Springer.
2. Rafael A. Irizarry (2019). Introduction to data science: Data analysis and prediction algorithms with R. CRCPress.
1. Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani (2021). An Introduction to Statistical Learning:with Applications in R. 2nd edition. Springer.
2. Rafael A. Irizarry (2019). Introduction to data science: Data analysis and prediction algorithms with R. CRCPress.
評分方式 Grading
| 評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
|---|---|---|
|
課堂參與 Class Participation |
25 | |
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作業 Action |
25 | |
|
期中考 Midterm exam |
25 | |
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期末考 Final exam |
25 |
授課大綱 Course Plan
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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: 0702
- 學分 Credit: 3-0
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上課時間 Course Time:Tuesday/2,3,4[ST527]
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授課教師 Teacher:陳孜圩
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修課班級 Class:應數系3
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