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| Midterm Project | 20 | |
| Final Project | 20 | |
| Assignment | 20 | |
| Participation | 20 | |
| Kaggle competition | 20 |
To equip the students with the knowledge and techniques of data science and basic of artificial intelligence to handle real world problems and their research.
1. Raschka, S., Liu, Y. H., Mirjalili, V., & Dzhulgakov, D. (2022). Machine Learning with PyTorch and Scikit-Learn: Develop machine learning and deep learning models with Python. Packt Publishing Ltd.
2. 製造數據科學：邁向智慧製造與數位決策. (2023). 李家岩、洪佑鑫, 前程文化.
3. Self-designed Handouts
查詢過去本課程開課紀錄：
資料科學與人工智慧導論 歷史開課紀錄