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This page is a collection of MIT courses and lectures on deep learning, deep reinforcement learning, autonomous vehicles, and artificial intelligence taught by Lex Fridman. New lectures will be up in January. In the mean time, if interested, here are a few things you can do:

  1. Sign up to our mailing list for updates.
  2. Connect with Lex on Twitter, LinkedIn, Instagram, Facebook, Medium or YouTube.
  3. Read the Deep Learning Basics blog post and check out the code tutorials on our GitHub.
  4. Watch the lecture videos below (we'll be releasing more soon). Here's the first one:
Video and Podcast Statistics
(Automatically updated on May 10, 2019)
Video Views (YouTube API): 3,348,350
Podcast Downloads (Blubrry API): 1,789,872

Deep Learning (2019)

Self-Driving Cars

Drago Anguelov
Principal Scientist, Waymo
[ Video ]
Oliver Cameron
CEO, Voyage
[ Video ]
Karl Iagnemma
President, Aptiv Autonomous Mobility
[ Video ]
Lex Fridman
Research Scientist, MIT
[ Video ] [ Slides ]
Sacha Arnoud
Director of Engineering, Waymo
[ Video ]
Emilio Frazzoli
CTO, nuTonomy
[ Video ]
Sterling Anderson
Co-Founder, Aurora
[ Video ]
Chris Gerdes
Professor, Stanford
[ Video ]
Sertac Karaman
Professor, MIT
[ Video ]

Deep Learning (2018)

Deep Learning (2017)

Artificial General Intelligence

Lex Fridman
Research Scientist, MIT
[ Video ] [ Slides ]
Marc Raibert
CEO, Boston Dynamics
[ Video ]
Stephen Wolfram
Wolfram Research
[ Video ]
Lisa Feldman Barrett
Professor, Northeastern U.
[ Video ]
Ilya Sutskever
Co-Founder, OpenAI
[ Video ]
Nate Derbinsky
Professor, Northeastern U.
[ Video ]
Richard Moyes
Co-Founder, Article36
[ Video ]
Max Tegmark
Professor, MIT
[ Video ]
Christof Koch
President, Allen Institute
[ Video ]
Steven Pinker
Professor, Harvard University
[ Video ]
Yoshua Bengio
University of Montreal
[ Video ]
Vladimir Vapnik
Professor, Columbia University
[ Video ]
Guido van Rossum
Creator and BDFL of Python
[ Video ]
Jeff Atwood
Co-Founder, Stack Overflow
[ Video ]
Eric Schmidt
CEO/Chairman, Google (2001-17)
[ Video ]
Stuart Russell
Professor, Berkeley
[ Video ]
Pieter Abbeel
Professor, Berkeley
[ Video ]
Juergen Schmidhuber
Co-Director, Swiss AI Lab IDSIA
[ Video ]
Tuomas Sandholm
Professor, CMU
[ Video ]
Kyle Vogt
CTO, Cruise Automation
[ Video ]
Eric Weinstein
Managing Director, Thiel Capital
[ Video ]
Greg Brockman
Co-Founder and CTO, OpenAI
[ Video ]
Elon Musk
CEO, Tesla, SpaceX
[ Video ]
Ian Goodfellow
Director of Machine Learning, Apple
[ Video ]

Team

Thank You

Thank you to TensorFlow for sponsoring our deep learning education efforts, to Veoneer for sponsoring our autonomous vehicle research, and to the community of researchers and students at MIT and beyond for their ongoing support, ideas, and discussions.