Ask HN: Good books/courses for an up-to-date introduction to NLP?

After reading a lot of blog posts about GPT-3 and GPT-2 and not understanding a whole lot other than the fact that the results are _amazing_, I've been wondering if there are any good resources out there for a beginner (someone who's experienced in general software development but has next to no experience in ML, DL, and NLP) looking to get into NLP.

A lot of the books and posts I've found seem to be dated. Are they still good enough to get started with or are there better options?