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.
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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.
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
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.
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.
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.
You want to play around with self-driving car software and gather some experience? Check out these open-source self-driving car simulators!
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CARLA
CARLA is a great software developed by Intel. You can use it to work on any step of the pipeline, model different sensors, maps, traffic. It also integrates with ROS.
Another great simulator by Voyage - the self-driving company that was recently acuired by Cruise. It is built on the Unreal Engine and supports lots of features.
I plan many threads on self-driving cars and how to get into the industry.
I will link all of the individual threads that will be focused on a particular topic below.
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I recently gave a talk on AI for self-driving cars for a @DeepLearningAI_ Pie & AI event hosted by @Jeande_d. You can check out the recording on YouTube.
I will be posting threads summarizing the talk and link them below 👇