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Deep Learning 介紹示範程式

這裡的深度學習的基本範例, 都是採用 Tensorflow 2 (更精確說是 tf.Keras) 的框架。包括標準架構如全連結、CNN、DNN 等等, 另外也使用 Hugging Face transformers, 還有 DeepFace 等等套件, 快速做一些有趣的例子。

比較新的系列都是以小寫 colab 開頭, 也就是都可以直接在 Colab 中使用。

我在許多的課程用到這些程式範例, 最近比較完整的介紹大概是 2021 年暑假為北一女開設的線上工作坊。可以參考:

北一女 AI 研習

這些影片在 YouTube 上我做好了時間標記, 並且有投影片供大家參考。

我有兩個 AI MOOC 課程: 《深度學習的原理及實務上的應用》、《成為 Python AI 深度學習達人的第一堂課》, 通常正式開課都會在:

如果只是想看影片, 也許可以在政大 MOOC 自學影音中找到。

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