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課程一(Neural Networks and Deep Learning),第一週(Introduction to Deep Learning)—— 0、學習目標

1. Understand the major trends driving the rise of deep learning.
2. Be able to explain how deep learning is applied to supervised learning.
3. Understand what are the major categories of models (such as CNNs and RNNs), and when they should be applied.
4. Be able to recognize the basics of when deep learning will (or will not) work well.

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1. 瞭解推動深度學習興起的主要趨勢。

2. 能夠解釋深度學習如何應用於深度學習。

3. 瞭解模型的主要類別 (如CNNs和 RNNs), 以及何時應用它們。

4. 能夠認識到深度學習的基礎知識。