將生活上實際的資料與數學方法結合應用，透過實作的目標達到學習的效果，可以從做中學，學習中體悟到資料與數學的應用與結合。Combine practical data in life with mathematical methods, and achieve learning effects through the goal of practice. You can learn from the work and understand the application and combination of data and mathematical through learning.
讓學生知悉資料探勘如何運作，原理為何
Let students know how data exploration works and what principles
Géron, A. (2019). Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems. O'Reilly Media.
Géron, A. (2019). Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems. O'Reilly Media.
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 期中進度報告期中進度報告 Mid-term progress report |
20 | 期中報告 |
| 課堂進度報告課堂進度報告 Class progress report |
20 | 課堂上台報告 |
| 期末報告期末報告 Final report |
50 | 期末繳交 |
| 平時成績平時成績 Regular achievements |
10 | 出席、作業、演習課 |
