Learning Resources

Statistics

Programs

Texas A&M’s Online Masters (here)

Georgia Tech’s Online Masters of Computer Science has several statistics courses available to students. Link to the OMSCS home page here. Link to student reviews of all OMSCS courses here (must browse to stat courses).

Courses

Hastie, el al’s “An Introduction to Statistical Learning with Applications in R” through YouTube. Course outline and links to videos here.

Books

Hastie, et al’s “An Introduction to Statistical Learning with Applications in R” (link).

Hastie, et al’s “The Elements of Statistical Learning – Data Mining, Inference and Prediction, 2nd Edition” (link). This is the more advanced version of “An Introduction to Statistical Learning with Applications in R“.

Software

R – A language that can be particularly useful when doing statistical analyses.

RStudio – an environment for writing and running R scripts.