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 :)
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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