- Wickham, H., 2019. Advanced R. 2nd ed., Chapman & Hall/CRC, Boca Raton, FL.
- Grosser, M., Bumann, H., Wickham, H., 2022. Advanced R Solutions. Chapman & Hall/CRC, Boca Raton, FL.
- Wickham, H., Çetinkaya-Rundel, M., Grolemund, G., 2023. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. 2nd ed., O'Reilly Media Inc., Sebastopol, CA.
- Çetinkaya-Rundel, M. R for Data Science (2e) - Solutions to Exercises.
- Boyd, S., Vandenberghe, L., 2004. Convex Optimization. Cambridge University Press, Cambridge.
- James, G., Witten, D., Hastie, T., Tibshirani, R., 2021. An Introduction to Statistical Learning: With Applications in R. 2nd ed., Springer.
- Hastie, T., Tibshirani, R., Friedman J., 2009. The Elements of Statistical Machine Learning: Data Mining, Inference, and Prediction. 2nd ed., Springer.
| 上課時間 | 課程進度 |
|---|---|
| 03/02 | |
| 03/09 | |
| 03/16 | |
| 03/23 | |
| 03/30 | |
| 04/13 | |
| 04/20 | 期中專題 |
| 04/27 | |
| 05/04 | |
| 05/11 | |
| 05/18 | |
| 05/25 | |
| 06/01 | 期末專題 |
| 上課時間 | 課程進度 |
|---|---|
| 02/26 | |
| 03/05 | |
| 03/12 | |
| 03/19 | |
| 04/02 | |
| 04/09 | |
| 04/16 | |
| 04/23 | 期中專題 |
| 04/30 | |
| 05/07 | |
| 05/14 | |
| 05/21 | |
| 05/28 | |
| 06/04 | |
| 06/11 | 期末專題 |
- 期中專題（50%）
- 期末專題（50%）
changytu @ o365.fcu.edu.tw