人工智慧原理與實務
Artificial Intelligence: Concept and Practice
| 節 | 週一 |
|---|---|
3 10:10–11:00 | 人工智慧原理與實務 YR319（陽明） 2 節連堂 |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to Artificial Intelligence 2020/03/02 |
| 第 2 週 | The Concept of Machine Learning 2020/03/09 |
| 第 3 週 | Machine Learning in Practice 2020/03/16 |
| 第 4 週 | The Concept of Deep Learning: Convolutional Neural Network 2020/03/23 |
| 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) 2020/03/30 |
| 第 6 週 | Inter-school activities 2020/04/06 |
| 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 2020/04/13 |
| 第 8 週 | Convolutional Neural Network in Practice: Object Detection 2020/04/20 |
| 第 9 週 | Convolutional Neural Network in Practice: Segmentation 2020/04/27 |
| 第 10 週 | Recurrent Neural Network in Practice 2020/05/04 |
| 第 11 週 | Midterm Report: Final Project Topic 2020/05/11 |
| 第 12 週 | Inference on Embedded System 2020/05/18 |
| 第 13 週 | Final Project Presentation: Progress (1) 2020/05/25 |
| 第 14 週 | Natural Language Processing in Practice 2020/06/01 |
| 第 15 週 | Final Project Presentation: Progress (2) 2020/06/08 |
| 第 16 週 | Final Projection Presentation: Demonstration 2020/06/15 |
| 第 17 週 | 詳見(3/30)Introduction to Docker and Tools (1) (線上課程) 2020/06/22 |
| 第 18 週 | 詳見(4/13)Introduction to Docker and Tools (2) (線上課程) 2020/06/29 |
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