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AIMS fellows Deep Learning Course

課程網站連結

上課地點時間

  • 授課日期:09/16 (三)-11/11(三)
  • 授課時段:18:30-21:20
  • 授課教室:工程一館904教室

課程簡介

深度學習理論

  1. Overview of neural network error back propagation learning
  2. Autoencoder
  3. Convolution neural networks
  4. Recurrent neural networks
  5. Restricted Boltzmann machines

課前問卷調查

課程討論區

  • 若對於本課程有問題,歡迎使用網頁上方的 Issues 功能。

Project Schedule

TA course Date Contents Remarks Code Example
01 10/07 Google Colab與Python教學 記得攜帶筆電 Open In Colab
02 10/14 爬蟲教學 記得攜帶筆電 Open In Colab
03* 10/21 CNN教學 (quick draw介紹) 指派作業 Open In Colab
04 11/11 Project demo demo & written report None
  • 03*: 範例Colab程式為了略過大量.npy下載時間,請參照這個👉🏻 連結🔗

[name=TAs]updated on 10/22: 關於10/21上課日無法順利執行完整個範例code的同學,助教已經將上面的 👉🏻 連結🔗 更改為read only權限,並且重新更新data資料夾下的資料集,基本上code沒有問題,只是資料集有點更動到而出錯。同學可以順著範例內程式執行,並執行其中的download()函式(自行創建一個空data資料夾而不用捷徑的方式),只是需等待一點下載時間。

參考書

tags: AIMS

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In the "project" folder, we implemented a website with text writing board which is used for traditional Chinese recognition supplied by CNN.

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