https://github.com/probml/pml-book

HTML
"Probabilistic Machine Learning" - a book series by Kevin Murphy

Book 0: "Machine Learning: A Probabilistic Perspective" (2012)

See this link

Book 1: "Probabilistic Machine Learning: An Introduction" (2021)

See this link

Book 2: "Probabilistic Machine Learning: Advanced Topics" (2022)

See this link