week_7

1 ML/DL Resources

Learning Videos

• 李宏毅 ML Lecture

• 林軒田 ML 基石

• Udemy-> Search with 'Machine Learning' or 'Deep Learning'

Something Interesting

• tensorflow.js
• 2D Visulization with CNN

Python ML Resources

• <BOOK> Introduction-to-Machine-Learning-with-Python-A-Guide-for-Data-Scientists(1st edition)

  • <BOOK 'S CODE> Code Place
  • Use scikit-learn

Python DL Resources

• <BOOK> Fundamentals of Deep Learning

  • <BOOK 'S CODE> Code Place
  • Use tensorflow.

• <BOOK> Deep Learning with Python(Sorry+_+)

  • <BOOK 'S CODE> Code Place
  • Use Keras

• <BOOK> Python Deep Learning Cookbook

  • <BOOK'S CODE> Code Place

• <Framework>

  • tensorflow
  • caffe
  • pytorch
  • keras