As a recent addition, I've been impressed with Kevin P. Murphy's Probabilistic Machine Learning: An Introduction (2022)[1] and Advanced Topics (2023)[2].

[1] https://probml.github.io/pml-book/book1.html

[2] https://probml.github.io/pml-book/book2.html