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Re:6.S094: Deep Learning for Self-Driving Cars by adamnemecek on Tuesday January 10, 2017 @04:31PM (#13369240)
For linear algebra this youtube playlist called essence of linear algebra is probably the best intro I've ever seen. it's relatively short (like 2 hours) but gives you all the right intuitions

https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2x...

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