Free Datascience books

Voici un site qui donne des liens sur quelques livres gratuits autour de la thématique de la science des données (Data Science). On y trouve aussi des livres sur l'apprentissage. p-value.info: Free Datascience books Mining of Massive datasets by Rajamaran, Leskovic & Ullman Bayesian Reasoning and Machine Learning by David Barber [ website ] Information Theory, Inference, and Learning Algorithms by David J.C. Mackay Foundations of Statistical Natural Language Processing by Manning & Schütze Data Jujitsu by D.J. Patil Building Data Science Teams by D.J. Patil Network Science by A.-L. Barabasi Introduction to Information Retrieval , by Manning, Raghavan and Schütze A first encounter with machine learning by Welling Gaussian processes for Machine Learning by C.E. Rasmussen The Elements of Statistical Learning , by Hastie, Tibshirani, Friedman -- grandaddy of them all Introduction to Machine Learning by Smola, Vishwanathan Think Bayes by Downey

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Free Datascience books is an episode from Informatique & pédagogie by E. Desmontils.

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This episode was published on Dec 31, 2012.

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