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 goal of this course is to explore the concept and implementation of AI artificial intelligence. It uses python as the main development language and a cloud development environment. Through the introduction and case sharing of classic algorithms of traditional machine learning and recent deep learning, we hope that students will have the knowledge of AI. With the initial experience, you can learn AI programming independently in the future, and cultivate AI thinking to have the ability to apply across domains.
自編教材為主
Mainly self-compiled teaching materials
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 課堂參與出席課堂參與出席 class participation attendance |
20 | |
| 課堂練習作業課堂練習作業 Classroom exercises |
40 | |
| 期中書面報告期中書面報告 Midterm written report |
20 | |
| 期末專題分享期末專題分享 Final topic sharing |
20 |
