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For someone with an ancient undergrad math background and only "interested observer" level of machine learning knowledge, would it be better to do this course before tackling the deep learning one?


No, start with fast.ai's deep learning course. They have a top down approach so you start with connecting layers to solve deep learning problems and then dig down into the theory behind the thing.

If you want a bottom up approach, go look at Ng's coursera course.

http://course.fast.ai


Absolutely right. There's very little linear algebra required in deep learning. This Computational Linear Algebra course mainly covers decompositions, which aren't used much in deep learning.


If I wanted to learn linear algebra, I would reinvent PageRank.


It's a very helpful exercise, and something we do in lesson 9 of this course.


as a casual on-looker, no. this is a very practical tutorial, and you should be reading other things depending on what you are interested about in ML




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