人工智慧是一個相當巨大的學術領域，現在主流探討的層級，依序是：人工智慧→機器學習→人工神經網路→深度學習（深度的人工神經網路），本課程將由神經網絡開始介紹，結合理論與實作，讓深度學習不再侷限於數學解釋，帶領同學瞭解其中原理。Artificial intelligence is a very huge academic field. The current mainstream exploration level is: Artificial intelligence → Machine Learning → Artificial Neural Network → Deep Learning (Deep Artificial Neural Network). This course will be introduced by the Neural Network. Combining reasonable discussion and implementation will allow in-depth learning to no longer be limited to mathematical explanations, and lead students to understand the principles.
1.以自編教材為主
2.深度學習 最佳入門邁向AI專題實戰
出版商 深智數位股份有限公司
ISBN 9789860776263
1. Mainly self-edited textbooks
2. In-depth learning The best entry-to-door AI topical battle
Publisher Shenzhi Digital Co., Ltd.
ISBN 9789860776263
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 課堂出席課堂出席 Class attendance |
20 | |
| 期中報告期中報告 Midterm Report |
30 | |
| 平時作業及課堂表現平時作業及課堂表現 Normal work and class performance |
20 | |
| 期末專案期末專案 Final period project |
30 |
