Math books for machine learning?

Question

Books

Can you recommend books on mathematics for machine learning, where everything will be chewed as clear as possible and will not be operated with a lot of terms from the very beginning, which will later have to be googled.

Answer 1

Judging by the question, it is necessary to start not with "mathematics for machine learning" but with mathematics for high school. Then you don't have to "googling from the very beginning."

Answer 2

There are a lot of books in English. language, search on the topic: https://librariestech.com/
For example, Hands-On Mathematics for Deep Learning - Packt 2020. I haven’t looked, I won’t say if it matches your request.

Answer 3

I look at the previous question: What to learn for work in the field of IoT?
Apparently, we have the usual case of "finding yourself" in some area. But if IoT requires more engineering and technical knowledge, then ML needs real theoretical training in mathematics. If you still really want to, you can start with any university textbook on linear algebra.

Answer 4

Here is a good article about ML to start learning and general understanding.

Answer 5

Stuart Russell, Peter Norvig Artificial intelligence. Modern approach