6.S094: Deep Learning for Self-Driving Cars
Created By
Lex Fridman via Independent
- 2
- Independent
- English
Course Overview
This class is an introduction to the practice of deep learning through the applied theme of building a self-driving car. It is open to beginners and is designed for those who are new to machine learning, but it can also benefit advanced researchers in the field looking for a practical overview of deep learning methods and their application.
Course Circullum
- Lecture 1: Introduction to Deep Learning and Self-Driving Cars
[ Slides ] - [ Lecture Video ] - Lecture 2: Deep Reinforcement Learning for Motion Planning
[ Slides ] - [ Lecture Video ] - Lecture 3: Convolutional Neural Networks for End-to-End Learning of the Driving Task
[ Slides ] - [ Lecture Video ] - Lecture 4: Recurrent Neural Networks for Steering through Time
[ Slides ] - [ Lecture Video ] - Lecture 5: Deep Learning for Human-Centered Semi-Autonomous Vehicles
[ Slides ] - [ Lecture Video ]
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This Course Include:
- Lecture 1: Introduction to Deep Learning and Self-Driving Cars
[ Slides ] - [ Lecture Video ] - Lecture 2: Deep Reinforcement Learning for Motion Planning
[ Slides ] - [ Lecture Video ] - Lecture 3: Convolutional Neural Networks for End-to-End Learning of the Driving Task
[ Slides ] - [ Lecture Video ] - Lecture 4: Recurrent Neural Networks for Steering through Time
[ Slides ] - [ Lecture Video ] - Lecture 5: Deep Learning for Human-Centered Semi-Autonomous Vehicles
[ Slides ] - [ Lecture Video ]
- Provider:Independent
- Certificate:Not Avalible
- Language:English
- Duration:
- Language CC: