10 Books Similar to “Probabilistic Machine Learning: Advanced Topics” by Kevin P. Murphy

by Trevor Hastie, Robert Tibshirani, Jerome Friedman (2001)

This classic provides a broad overview of statistical learning, akin to the foundational approach in 'Probabilistic Machine Learning: An Introduction'.

by Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, Donald B. Rubin (1995)

Expands on the probabilistic themes introduced in 'Probabilistic Machine Learning: An Introduction' with a focus on Bayesian methods.