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>You will need familiarity with basic calculus (differentiation, chain rule), linear algebra, and basic probability.

So if I'm at the point that math skills, rather than programming skills are my barrier to interesting courses like this one, does anyone know of any good resources? I don't seem able to teach myself calc from a book like I did Python.

1 comments

I know many of them

Probability https://youtube.com/playlist?list=PLoROMvodv4rOpr_A7B9SriE_i...

Basic algebra and calculus https://tutorial.math.lamar.edu/

Real analysis https://youtube.com/playlist?list=PL0E754696F72137EC

All those are really basics and start from (almost) nothing

Do you have any links for someone who did maths and stats in uni and basically forgot most of it (except very basic algebra)? I would like to wake up my near-dead math brain cells.

At which level? And pure mathematics or engineering or other?

From the point of view of understanding the underlying theory and maths of machine learning.

Those 3 courses are then pure gems :)

After that, I can't recommend enough Bishop, machine learning, and the Bishop on deep learning (books)