Deep Learning by Lex Fridman, MIT

👨‍💼👩‍💻👨‍💻January 2019 Courses

Lex Fridman will teach 3 courses this January. There will be a lecture every day at 3-4:30pm for 4 weeks (Mon, Jan 7 to Fri, Feb 1). Location is room 54-100 (directions). Listeners are welcome.

6.S094: Deep Learning for Self-Driving Cars

• (Week 1) Deep Learning: Introduction, state-of-the-art breakthroughs, TensorFlow overview, GANs, segmentation, and more.
• (Week 2) Self-Driving Cars: Six guest lectures from industry leaders in autonomous vehicles (Waymo, Lyft, Toyota, Audi, Cruise, NVIDIA, and possibly one more).

6.S091: Deep Reinforcement Learning

• (Week 3) Deep RL introduction, fundamentals, and state-of-the-art overview.

6.S093: Human-Centered Artificial Intelligence

• (Week 4) Deep learning for understanding the human: emotion, face identity, cognitive load, body pose, natural language processing, and more.

*** Lectures will be recorded and are free and open to everyone at deeplearning.mit.edu. ***

Playlist: MIT Deep Learning Collection of MIT lectures on deep learning, deep reinforcement learning, and artificial intelligence taught by Lex Fridman.