Ask HN: What ML books would you recommend for SWE getting into the field?

[sourcelabs]

What Machine Learning books would you recommend for experienced Software Engineering getting into the field? Looking for both applied (implementing ML/AI tools into existing stacks, etc.) and theoretical (understanding the math behind algos, etc.) books.

[mkerk21]

Fastai has a course offered as a book and as a MOOC that serves as a good foundation for folks with a SWE background.

Book: https://www.amazon.com/Deep-Learning-Coders-fastai-PyTorch/d...

MOOC: https://course.fast.ai/