What are some good books / videos / software and resources to learn more about statistics / data mining / machine learning?
Consider browsing the questions and answers under the tags below. There are a number of useful resources and recommended material gathered therein.
For example:
Best Books for an Introduction to Statistical Data Analysis?Best Books for an Introduction to Statistical Data Analysis?
What book would you recommend for non-statisticians?What book would you recommend for non-statisticians?
Open Source statistical textbooks?Open Source statistical textbooks?
Introduction to statistics for mathematiciansIntroduction to statistics for mathematicians
Intro to statistics for an MD?Intro to statistics for an MD?
What books provide an overview of engineering statistics?What books provide an overview of engineering statistics?
What books provide an overview of computational statistics as it applies to computer science?What books provide an overview of computational statistics as it applies to computer science?
Statistics/Probability Videos for BeginnersStatistics/Probability Videos for Beginners
Mathematical Statistics VideosMathematical Statistics Videos