"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" (2022) See this link Book 2: "Probabilistic Machine Learning: Advanced Topics" (2023) See this link
