本課程主要的目標是探討AI人工智慧的概念以及實作，以python為主要開發語言搭配雲端的開發環境，透過傳統機器學習以及近期深度學習的經典算法簡介和案例分享，希望同學有了AI的初步體驗能在未來可以自主學習AI的程式設計，並且培養AI的思維以具備跨域應用的能力。The main purpose of this course is to explore the concept and implementation of AI artificial intelligence. It uses python as the main development language and cloud-based development environment. Through traditional machine learning and recent in-depth learning classical algorithm introduction and case sharing, I hope that students can have AI In the future, we can learn AI programming independently and cultivate AI thinking to have the ability to apply across domains.
自編教材為主
Mainly edited textbooks
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 平時成績平時成績 Regular achievements |
20 | |
| 課堂練習作業課堂練習作業 Classroom practice |
40 | |
| 期中報告期中報告 Midterm Report |
20 | |
| 期末專題期末專題 Final topics |
20 |
