Math, Probability Theory, Statistics

A First Course in Probability 
http://www.amazon.com/First-Course-Probability-9th-Edition/dp/032179477X


Probability Theory: The Logic of Science 
http://www.amazon.com/Probability-Theory-The-Logic-Science/dp/0521592712


Probability for Statistics and Machine Learning: Fundamentals and Advanced Topics 
http://www.amazon.com/Probability-Statistics-Machine-Learning-Fundamentals/dp/B00E6TK8P8/ref=sr_1_2?s=books&ie=UTF8&qid=1420291747&sr=1-2&keywords=Probability+for+Statistics+and+Machine+Learning%3A+Fundamentals+and+Advanced+Topics


Probability and Statistical Inference 
http://www.amazon.com/Probability-Statistical-Inference-Robert-Hogg/dp/0321923278/ref=sr_1_2?s=books&ie=UTF8&qid=1420291709&sr=1-2&keywords=Probability+and+Statistical+Inference


Robust Response Surfaces, Regression, and Positive Data Analyses 
http://www.amazon.com/Response-Surfaces-Regression-Positive-Analyses/dp/1466506776


Fundamental Statistics for the Behavioral Sciences 
http://www.amazon.com/Fundamental-Statistics-Behavioral-Sciences-Howell/dp/1285076915/ref=sr_1_1?s=books&ie=UTF8&qid=1420292028&sr=1-1&keywords=Fundamental+Statistics+for+the+Behavioral+Sciences


Probabilistic Graphical Models: Principles and Techniques 
http://www.amazon.com/Probabilistic-Graphical-Models-Principles-Computation/dp/0262013193/ref=sr_1_1?s=books&ie=UTF8&qid=1420291915&sr=1-1&keywords=Probabilistic+Graphical+Models%3A+Principles+and+Techniques

Bayesian Data Analysis 
http://www.amazon.com/Bayesian-Analysis-Chapman-Statistical-Science/dp/1439840954/ref=sr_1_2?s=books&ie=UTF8&qid=1420293674&sr=1-2&keywords=Bayesian+Methods+for+Data+Analysis


Statistical Models for Data Analysis (Studies in Classification, Data Analysis, and Knowledge Organization) 
http://www.amazon.com/Statistical-Analysis-Classification-Knowledge-Organization/dp/3319000314/ref=sr_1_2?s=books&ie=UTF8&qid=1420293847&sr=1-2&keywords=Statistical+Models+for+Data+Analysis


Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series)
http://www.amazon.com/Machine-Learning-Probabilistic-Perspective-Computation/dp/0262018020/ref=pd_sim_b_1?ie=UTF8&refRID=1F2P5ZEJGHF9J43AV4XH

MIT course https://www.youtube.com/playlist?list=PLUl4u3cNGP60A3XMwZ5sep719_nh95qOe

Recomended books https://www.stat.berkeley.edu/mediawiki/index.php/Recommended_Books