課程參考資料:
https://github.com/htygithub/sci-computing
https://github.com/htygithub/machine-learning-python
歡迎提供其他資料並提出pull request
課程1:手寫數字辨識 http://numberx.herokuapp.com/
流程:
(1)機器學習:
http://machine-learning-python.kspax.io/Classification/ex1_Recognizing_hand-written_digits.html
(2)django + heroku:
https://djangogirlstaipei.gitbooks.io/django-girls-taipei-tutorial/content/django/installation.html
(3) Collecting your own training data and retrain the model
(4) 辨識率大考驗
(5) Google Tensorflow
(6) 辨識率大考驗
課程2:利用機器學習來進行ADHD MRI辨認
(1)皮質厚度的分析
(2)resting-state之計算
(3)分類法及準確度
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