OpenUnivCourses

OpenUnivCourses

FREE university courses in ML from Top Universities in CS

• Massachusetts Institute of Technology
  MIT6.S191: Introduction to Deep Learning 2024 2023 2022 2021 2020
  MIT6.036: Introduction to Machine Learning 2020
  MIT6.S897: Machine Learning for Healthcare 2019
  MIT9.520: Statistical Learning Theory and Applications YouTube 2019 2018 2017 2016 2015
  MIT Deep Learning and Artificial Intelligence Lectures by Lex Fridman 2020 2019

• Stanford University
  CS236: Deep Generative Models 2023
  CS234: Reinforcement Learning 2024
  CS231n: Convolutional Neural Networks for Visual Recognition 2024
  CS230: Deep Learning 2023
  CS229: Machine Learning by Andrew Ng 2024 2023D 2023C 2023B 2022D 2022C 2022B 2021D 2021B 2020D
  CS228: Probabilistic Graphical Models 2024
  CS224n: Natural Language Processing with Deep Learning 2024
  CS221: Artificial Intelligence. Principles and Techniques 2023D 2023C 2023B 2022D 2022B 2021D 2021B 2021A 2020D

• Berkley University
  Full Stack Deep Learning 2022 2021
  CS294: Deep Unsupervised Learning 2024 2020 2019
  CS288: Natural Language Processing 2020
  CS285: Deep Reinforcement Learning YouTube video 2020
  CS189: Introduction to Machine Learning 2021
  CS188: Introduction to Artificial Intelligence 2024 2023 2022 2021 2020 2019
  CS182: Designing, Visualizing and Understanding Deep Neural Networks 2021
  CS61B: Data Structures 2021 2020
  CSC08: Foundations of Data Science 2021 2020

• Carnegie Mellon University
  11-785: Introduction to Deep Learning 2021B 2020D 2020B
  10-703: Deep Reinforcement Learning 2020
  11-611: Natural Language Processing 2020
  10-601: Machine Learning 2015

• New York University
  DSGA1008: Deep Learning by Yann LeCun & Alfredo Canziani 2021 YouTube 2020 YouTube

• University of Michigan
  EECS598-005: Deep Learning for Computer Vision 2020 YouTube

• University of Pennsylvania
  CIS520: Machine Learning 2020 notes

• University of Chicago
  CMSC35300: Mathematical Foundations of Machine Learning by Rebecca Willett 2020
  CMSC35400: Machine Learning by Rebecca Willett & Yuxin Chen 2020
  CMSC31230: Fundamentals of Deep Learning 2020 notes

• Purdue University
  STAT598: Machine Learning 2020 YouTube

• Cornell University
  CS4780: Machine Learning for Intelligent Systems YouTube | notes 2018

• University of Oxford
  Machine Learning 2014

• CalTech
  Machine Learning 2014 YouTube iTunes

Online catalogs
MIT Open Course Ware: Computer Science Courses
MIT Open Learning Library
Stanford Online
Berkley Courses