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Free Data Science, Analytics, Machine Learning and IoT Books

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Think Bayes: Bayesian Statistics Made Simple. Bayesian statistics with Python and discrete approximations
Bayesian Reasoning and Machine Learning. Unified treatment via graphical models, a marriage between graph and probability theory, facilitating the transference of Machine Learning concepts
Probabilistic Programming & Bayesian Methods for Hackers. Intro to Bayesian methods and probabilistic programming
Gaussian Processes for Machine Learning. One of the most important Bayesian machine learning approaches

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