Deep learning #

  • A survey of the matrix algebra needed to understand deep learning.
  • A really nice overview (quite high-level and quite technical) of the mathematics behind modern deep learning methods.
  • This book is a good introduction to deep learning with examples in Python and Keras.
  • A nice introduction to deep learning.
  • Another nice introduction with a mathematical bent.