Machine Learning: A Probabilistic Perspective, by Kevin Murphy. Boosting: Foundations and Algorithms, by Robert E. Schapire. Models Behaving Badly: Why Confusing Illusion with Reality Can Lead to Disaster, by Emanuel Derman. Doing Data Science, by Cathy O'Neil and Rachel Schutt. Big Data: A Revolution that Will Transform How We Live, Work and Think, by Viktor Mayer-Schonberger and Kenneth C…
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