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#Free Online Data Science Resources
##Table of Contents
###Beginner Material
Beginner Python
Beginner R
Beginner Statistics
Beginner Machine Learning
Beginner Visualization
###Programming and Computer Science
Python Textbooks
R Textbooks
Python Tutorials
Python Pandas Tutorials
Python scikit-learn Tutorials
Tutorials in Python
R Tutorials
Python Courses
R Courses
Spark Courses
Python Lectures
Programming Blogs
Python Podcasts
Python Packages
R Packages
Python Misc
Programming Misc
###Statistics, Probability, and Mathematics
Statistics Textbooks
Math Textbooks
Information Theory Textbooks
Statistics Tutorials
Statistics Courses
Math Courses
Statistics Lectures
Probability Lectures
Information Theory Lectures
Statistics Blogs
Statistics Podcasts
Statistics Misc
Statistics Packages
Math Packages
###Machine Learning
Machine Learning Textbooks
Machine Learning Tutorials
Machine Learning Courses
Machine Learning Lectures
Machine Learning Blogs
Machine Learning Podcasts
Machine Learning Packages
Machine Learning Misc
###Neural Networks and Deep Learning
Deep Learning Textbooks
Deep Learning Tutorials
Deep Learning Courses
Deep Learning Lectures
Deep Learning Podcasts
Deep Learning Packages
Deep Learning Misc
###Reinforcement Learning
Reinforcement Learning Textbooks
Reinforcement Learning Tutorials
Reinforcement Learning Courses
Reinforcement Learning Lectures
Reinforcement Learning Podcasts
Reinforcement Learning Packages
###Visualization
Visualization Textbooks
Visualization Tutorials
Visualization Blogs
Visualization Packages
Visualization Misc
###Business Applications
Finance
A/B Testing
Social Networks
Forecasting
Image Classification
Document Classification
Spam Filter
Sentiment Analysis