0702 - 數據科學導論
Introduction to Data Science
教育目標 Course Target
使學生具有應對各類型資料之處理能力與分析技能，並培養學生能熟悉撰寫Ｒ語言。課程涵蓋機率論、統計推論、線性迴歸和統計學習等概念。
Enable students to have the ability to process and analyze various types of data, and to cultivate students to be familiar with writing R language. The course covers concepts such as opportunity discussion, statistical recommendation, linear recollection and statistical learning.
參考書目 Reference Books
1. Rafael A. Irizarry (2019). Introduction to data science: Data analysis and prediction algorithms with R. CRC Press.
2. Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani (2021). An Introduction to Statistical Learning: with Applications in R. 2nd edition. Springer.
1. Rafael A. Irizarry (2019). Introduction to data science: Data analysis and prediction algorithms with R. CRC Press.
2. Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani (2021). An Introduction to Statistical Learning: with Applications in R. 2nd edition. Springer.
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 | |
|
作業 Action |
25 | |
|
期中考 Midterm exam |
25 | |
|
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[ST520]
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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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