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If one is a seasoned software engineer, but has little experience in ML or deep learning, is this course still suitable?

If you remember highschool AP math, you're good. Otherwise, check out ISLR for a faster intro, capped by your ability to read

Do you think ISLR is not outdated? I just looked at the date of publication and was wondering if it is still relevant.

Why would Statistics, a branch of mathematics, become outdated in a few years?

Definitely. It starts from first principles, linear algebra, and goes from there. It's an amazing course.

So you need to know Linear algebra to understand? I knowing Algebra I enough to understad it?