MIT 6.S094 Deep Learning and Autonomous Driving

This course is a comprehensive tutorial on deep learning and autonomous driving, with original English and Chinese subtitles. The course content includes the basics of deep learning, autonomous driving technology, deep reinforcement learning, computer vision and its application in autonomous driving, and how to use deep learning to perceive human behavior. In addition, there are lectures from technical experts from companies such as Waymo, nuTonomy, and Aurora, who share their experience and insights in autonomous driving machine learning and deep learning applications.

• Chapter 1：Deep Learning (1 hours and 2 minutes and 52 seconds)

• Chapter 2：Autopilot (1 hours and 14 minutes and 6 seconds)

• Chapter 3：Deep Reinforcement Learning (58 minutes and 30 seconds)

• Chapter 4：Computer Vision (53 minutes and 47 seconds)

• Chapter 5：Deep Learning for Human Perception (1 hours and 12 minutes and 30 seconds)

• Chapter 6：The rise of machine learning for autonomous driving (Sacha Arnoud, Technical Director of Waymo) (1 hours and 14 minutes and 14 seconds)

• Chapter 7：Application of deep learning in autonomous driving (Emilio Frazzoli. CTO of nuTonomy, former MIT professor) (1 hours and 8 minutes and 12 seconds)

• Chapter 8：Application of deep learning in autonomous driving (Sterling Anderson. Co-founder of Aurora, former head of Tesla Autopilot) (37 minutes and 56 seconds)