Useful online courses on self-driving cars 🧠 🚙
Here is a list of useful courses if you want to learn about software for self-driving cars.
Some of the courses are paid, but all platforms offer regular discounts and financial aids if you can't affor them.
Thread 👇
Here is a list of useful courses if you want to learn about software for self-driving cars.
Some of the courses are paid, but all platforms offer regular discounts and financial aids if you can't affor them.
Thread 👇
Udacity Self-Driving Car Nanodegree
This program offers hands on experience on all kind of relevant topics like perception, localization, planning and control. It takes a lot of time, but it is worth it.
In the end, your code is run on an actual car!
udacity.com/course/self-dr…
This program offers hands on experience on all kind of relevant topics like perception, localization, planning and control. It takes a lot of time, but it is worth it.
In the end, your code is run on an actual car!
udacity.com/course/self-dr…
Udacity Introduction Course by Apollo
This is a beginner course explaining the different components of a self-driving car. Apollo is the self-driving division of Baidu.
udacity.com/course/self-dr…
This is a beginner course explaining the different components of a self-driving car. Apollo is the self-driving division of Baidu.
udacity.com/course/self-dr…
University of Toronto Self-Driving Cars Specialization at Coursera
Four in depth courses covering different aspects of self-driving:
▪️ Introduction to self-driving cars
▪️ State estimation and localization
▪️ Visual perception
▪️ Motion planning
coursera.org/specialization…
Four in depth courses covering different aspects of self-driving:
▪️ Introduction to self-driving cars
▪️ State estimation and localization
▪️ Visual perception
▪️ Motion planning
coursera.org/specialization…
Udemy Self-Driving Car Course
This course focuses a lot on deep learning algorithms especially for perception. It also includes crash courses for some of the basics needed, like Python, Numpy and Keras.
udemy.com/course/applied…
This course focuses a lot on deep learning algorithms especially for perception. It also includes crash courses for some of the basics needed, like Python, Numpy and Keras.
udemy.com/course/applied…
MIT Courses on Deep Learning and Self-Driving
Great collection of free courses on various relevant topics many of which by @lexfridman. There are also great presentation by some of the leaders in the industry.
deeplearning.mit.edu
Great collection of free courses on various relevant topics many of which by @lexfridman. There are also great presentation by some of the leaders in the industry.
deeplearning.mit.edu
Self-Driving Cars with Duckietown by ETH Zurich
This course covers many of the classical and deep learning algorithms needed to build a self-driving car both in simulation as well as for a real robot - Duckiebot.
edx.org/course/self-dr…
This course covers many of the classical and deep learning algorithms needed to build a self-driving car both in simulation as well as for a real robot - Duckiebot.
edx.org/course/self-dr…
AWS DeepRacer
Not exactly a course, but it is an interesting project by Amazon to build a physical autonomous racing car.
aws.amazon.com/deepracer/
Not exactly a course, but it is an interesting project by Amazon to build a physical autonomous racing car.
aws.amazon.com/deepracer/
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