週次 |
日期 |
單元主題 |
第1週 |
2/26 |
All you need to know about this course |
第2週 |
3/05 |
The Art of Numerical Analysis |
第3週 |
3/12 |
Numerical Differential & Integration |
第4週 |
3/19 |
NumPy array & linear algebra (I) |
第5週 |
3/26 |
NumPy array & linear algebra (II) |
第6週 |
4/02 |
(Spring break) |
第7週 |
4/09 |
Root finding & minimization |
第8週 |
4/16 |
Midterm quizzes |
第9週 |
4/23 |
Solving ordinary differential equations + Registration for final presentation |
第10週 |
4/30 |
Random numbers |
第11週 |
5/07 |
Brief on Machine Learning + Tournament release |
第12週 |
5/14 |
Incorporating Nonlinear Models |
第13週 |
5/21 |
Improving Neural Network and Deep Learning |
第14週 |
5/28 |
Probability and Probability Distributions + Tournament first round |
第15週 |
6/04 |
Parameter Estimation |
第16週 |
6/11 |
Tournament final round + Final Presentation |
第17週 |
6/18 |
(dragon boat festival) |