I think that before going into ML and AI it's worth to understand how to perform the quantitative analysis end-to-end. ML/AI would be just one of the process steps there, but without the bigger picture, you miss the value of it.

One of the good books to understand the quantitative analysis is "Keeping Up with Quants" https://www.amazon.com.au/Keeping-Up-Quants-Understanding-An...