In Machine Learning without math. How to fix?

Question

Books

I will describe the situation briefly: I
have knowledge in the fields of mathematics, but not enough for a full-fledged study of ML, you can advise literature on linear algebra, analysis, theory and statistics "for ML people", preferably from scratch
Yes, there are many amazing books on mathematics. I recently read Zorich, but such literature goes very deep, I would like something closer to neural networks
Thanks in advance

Answer 1

if, as you say, there is knowledge in the fields of mathematics, then perhaps the best book is: "Nikolenko, Kadurin, Arkhangelskaya: Deep learning. Dive into the world of neural networks". If you think that knowledge is there, but it is not, you need to look for another book.