Machine Learning & Associated Resources

This repository contains various ML courses link and information about what they offer, obviously along with the value. I have created this for my personal collection, and in no ways orders the various courses. Feel free to create a PR, if you have something more to add :)

Machine Learning

• Intuition for the Algorithms of Machine Learning - Cynthia Rudin - DUKE - Link
  [X] Lectures
  [X] Slides
  [x] Notes
  

• Probabilistic Machine Learning - Philipp Hennig - UTubingen - Link

  [X] Lectures
  [X] Slides
  [ ] Notes
  

• Statistical Rethinking - Richard McElreath - Max Planck - Link

  [X] Lectures
  [X] Slides
  [ ] Notes
  

• Probability Systems Analysis & Applied Probability - John Tsitsiklis - MIT - Link

  [X] Lectures
  [X] Slides
  [X] Notes
  

• Deep Learning Systems - J. Zico Kolter and Tianqi Chen - CMU - Link

  [X] Lectures
  [X] Slides
  [ ] Notes
  

Time Series

Talks