人工智慧原理與實務
Artificial Intelligence: Concept and Practice
學期
108-2
學分
2
學分
當期課號
B526
永久課號
B1803
開課單位
生物醫學資訊研究所
授課教師
洪哲倫
校區
陽明
類別
選修
上課時間表
| 節 | 週一 |
|---|---|
3 10:10–11:00 | 人工智慧原理與實務 YR319 2 節連堂 |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to Artificial Intelligence |
| 第 2 週 | The Concept of Machine Learning |
| 第 3 週 | Machine Learning in Practice |
| 第 4 週 | The Concept of Deep Learning: Convolutional Neural Network |
| 第 5 週 | The Concept of Deep Learning: Recurrent Neural Network Introduction to Docker and Tools (1) (線上課程)The Concept of Deep Learning: Recurrent Neural Network Introduction to Docker and Tools (1) (線上課程) Introduction to Docker and Tools (2) (線上課程) |
| 第 6 週 | Inter-school activities |
| 第 7 週 | Convolutional Neural Network in Practice: Classification Introduction to Docker and Tools (2) (線上課程)Convolutional Neural Network in Practice: Classification |
| 第 8 週 | Convolutional Neural Network in Practice: Object Detection |
| 第 9 週 | Convolutional Neural Network in Practice: Segmentation |
| 第 10 週 | Recurrent Neural Network in Practice |
| 第 11 週 | Midterm Report: Final Project Topic |
| 第 12 週 | Inference on Embedded System |
| 第 13 週 | Final Project Presentation: Progress (1) |
| 第 14 週 | Natural Language Processing in Practice |
| 第 15 週 | Final Project Presentation: Progress (2) |
| 第 16 週 | Final Projection Presentation: Demonstration |
| 第 17 週 | 詳見(3/30)Introduction to Docker and Tools (1) (線上課程) |
| 第 18 週 | 詳見(4/13)Introduction to Docker and Tools (2) (線上課程) |