Books, Slides, Articles

  1. Book: Think Stats
  2. Book: All of Statistics
  3. Book: Statistics is Easy
  4. Workshop: Computational Statistics Workshop, Allen Donwney SciPy 2015 Repo Video
  5. Slides: Statistics for Hackers

Courses

  1. Linear Algebra: Introduction to Linear Algebra by Gilbert Strang - 18.06 MIT Open Courseware
  2. Learning from Data by Yaser Abu-Mostafa (Caltech Course)
  3. Introduction to Statistical Learning - Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani

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