RelevantCourses

Contains list of all courses that are crucial to Autonomous Vehicles and Robotics in general. This list has been borrowed from Mithi (https://github.com/mithi) and contains some additional courses.

• Udacity: Robotics Nanodegree
• Udacity: Self-Driving Car Nanodegree
• Coursera: Robotics Specialization, University of Pennsylvania
• EdX: Robotics MicroMasters, University of Pennsylvania
• FutureLearn: Robot Academy, Queensland University of Technology

Individual Robotics Courses

EdX

• Autonomous Mobile Robots, ETHZurich
• Autonomous Navigation for Flying Robots, Technische Universitat Munchen
• Underactuated Robotics, Massachusetts Institute of Technology
• Robotics, Columbia University in the city of New York
• Robot Mechanics and Control Part I and Part II, Seoul National University

C++

- https://www.coursera.org/learn/c-plus-plus-a
- https://www.coursera.org/learn/c-plus-plus-b
- Udacity c++ for programmers
- https://www.edx.org/course/introduction-c-microsoft-dev210x-6
- https://www.edx.org/course/intermediate-c-microsoft-dev210-2x-0
- https://www.edx.org/xseries/fundamentals-computer-science
- Google: https://developers.google.com/edu/c++/

Coursera

• Control of Mobile Robots, Georgia Institute of technology

Others

• Autonomous Intelligent Systems, University of Freiburg
• MIT Race Car, Massachusetts Institute of Technology
• SLAM Lectures, Clause Brenne
• Introduction to Robotics, Stanford Engineering Everywhere
• Introduction to Robotics, MIT OCW
• Intro to Aerial Robotics, Dr Kostas Alexis, University of Nevada, Reno
• Deep-learning for Self-Driving Cars, MIT 6.S094: Deep Learning for Self-Driving Cars

Algorithms and Technical Interviews

• Andreis Interview Repo
• Coursera: Video Playlist 1 and Video Playlist 2, Princeton University

Useful Tools

• C++
  • Basics By LearningLad, Google Unit Test, Crash Course by Nicolas P. Rougier
• ROS: Learn ROS Fast, Robot Ignite Academy
• Source Control: GitKraken, and GIT SCM
• The Unix Shell and Shell Scripting
• Python
• MATLAB and LaTex Tutorials, Michelle Krummel
• Fancy Text Editors: Sublime, Atom

Useful Concepts

• Deep-Learning: Deep RL Bootcamp, Fast.AI, and Deep Learning (dot) AI
• Kalman Filters and Bayesian Thinking
• Control Systems: Control Bootcamp, Steve Brunton
• Structure and Interpretation of Computer Programs
• Parallel Programming, Cuda: Udacity Intro to Parallel Programming
• Functional Programming Paradigm: Haskell, Real World Haskell, Scheme, Common Lisp, Elixir

Somewhat Unrelated

• David Silver: Self-Driving Car Engineer Pay, Skills and Demography + Related online courses