Knowledge Collection

A collection of books, blog and online lectures about machine learning.


Online available Machine Learning Books:


Meta-Collection Machine Learning Books:


Machine Learning Blogs:


Machine Learning Lectures:


Data Science Competitions:


Software Tools:

  • Caffe (Deep Learning Framework)
  • sklearn (Machine Learning Toolkit)
  • Theano (Deep Learning Framework)
  • Lasagne  (Easy to use Deep Learning Framework)
  • nolearn (scikit-learn Neural Network Framework)
  • TensorFlow (Deep Learning Framework)
  • Keras  (Easy to use Deep Learning Framework)
  • Torch (A scientific computing framework for LuaJIT)