FREE university courses in ML from Top Universities in CS
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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 -
Cornell University
CS4780: Machine Learning for Intelligent Systems YouTube | notes 2018 -
University of Oxford
Machine Learning 2014
Online catalogs
MIT Open Course Ware: Computer Science Courses
MIT Open Learning Library
Stanford Online
Berkley Courses