Lecture 00: Course Overview [.html] [.Rmd]
Lecture 01: Introduction to R [.html] [.Rmd]
Lecture 02: R Fundamentals [.html] [.Rmd]
Lecture 03: Data Visualization and Manipulation [.html] [.Rmd]
Lecture 04: Strings, Factors, and Dates [.html] [.Rmd]
Lecture 05: Regression and Inference [.html] [.Rmd]
Lecture 06: Application: SVD and PCA [.html] [.Rmd]
Lecture 07: Debugging and Git [.html] [.Rmd]
Lecture 08: Application: Resampling [.html] [.Rmd]
Lecture 09: Application: Prediction [.html] [.Rmd]
Lecture 10: R Package Development [.html] [.Rmd]