| 週次 |
授課內容 |
| 第1週 |
Overview of Artificial Intelligence Concepts |
| 第2週 |
The concept of neural networks I |
| 第3週 |
The concept of neural networks II |
| 第4週 |
Neural Network Toolbox Implementation |
| 第5週 |
The concept of deep Learning models I |
| 第6週 |
The concept of deep Learning models II |
| 第7週 |
The concept of deep Learning models III |
| 第8週 |
Real case implementation |
| 第9週 |
Midterm Exam |
| 第10週 |
The concept of data mining algorithms I |
| 第11週 |
The concept of data mining algorithms II |
| 第12週 |
Data mining Toolbox Implementation |
| 第13週 |
The concept of genetic algorithms I |
| 第14週 |
The concept of genetic algorithms II |
| 第15週 |
Final Exam |
| 第16週 |
Self-directed learning: Final project I |
| 第17週 |
Self-directed learning: Final project II |
| 第18週 |
Final project report |