70
名額
60
已選
10
餘額
上課時間
三/8,9,10[ST436]
修課班級
資工系3B · 4年級以上
課程資訊
可替代深度學習基礎
選課分析
| 期中考與專案 | 20 | |
| 期末考與專案 | 30 | |
| 作業 | 30 | 評分項目名稱以Lab開頭算在課堂表現；HW開頭算在作業 |
| 出席與課堂表現 | 20 | 評分項目名稱以Lab開頭算在課堂表現；HW開頭算在作業 |
This course will study the theory and applications for advanced deep learning, including modern convolutional neural networks, recurrent neural networks, attention and transformation networks, computer vision, NLP, and generative adversarial networks.
1. Deep Learning with Python, Second Edition, François Chollet,
Manning, October 2021, ISBN 9781617296864
2. Dive into Deep Learning (動手學深度學習), Aston Zhang, Zack C. Lipton, Mu Li, Alex J. Smola, Amazon Science, Mar, 2022
查詢過去本課程開課紀錄：
深度學習應用 歷史開課紀錄