Machine Learning, Data Science, Deep Learning, Statistics, Books.
Machine Learning: A Probabilistic Perspective takes a Bayesian (ie probabilitistc) view on machine learning, while also contrasting it to the classical, frequentist view. Bayesian machine learning is different in that it incorporates prior knowledge and uncertainty into the learning process. One of