Monday, March 6, 2017

Machine Learning Materials

  1. For the beginner:
    Advice for applyingMachine Learning (Andrew Ng)
    Related blog (Jan Hendrik Metzen): Trying to go through Advice for applyingMachine Learning using Python IPython notebook.
  2. How to choose your model?
    Python sklearn
    C++
  3. Review of recent Neural network models
    Convolutional Neural Net (Andrej Karpathy )
    The-9-Deep-Learning-Papers-You-Need-To-Know-About (Adit Deshpande)
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It's time to learn Tensor Flow!

Google released Tensor Flow 1.0 on Feb. 15. 2017.
According to this post, Tensor Flow is one of the top choice neural network tools, and used the most in GitHub.
Therefore, it aroused my interests to start to learn to use Tensor Flow.
Hopefully, I will keep updating my learning process here.