Do you have recommendations for good books that are not too mathematical, written for the average developer?
https://www.oreilly.com/library/view/hands-on-machine-learni...
https://www.oreilly.com/library/view/deep-learning-for/97814...
But if you really want to understand what's going on I would use a traditional ML textbook. I'm more of a no pain, no gain kind of person.
There's a 0-60 in 3 seconds one. Specifically about deep learning, which is a subset of ML. Deep learning is what is used to build LLMs ala ChatGPT.