Linux Command Lines
Git Best Practices
 Coursera: Getting Started with Git and GitHub
 Three modules (7 hours in total)
Cloud Computing
 HCC Doc
 Coursera: Introduction to Networking and Cloud Computing
 EdX: Introduction to Cloud Computing
R Statistical Language
 Coursera: R programming class, taught by Roger Peng, Jeff Leek, and Brian Caffo
Online Courses
 HarvardX Biomedical Data Science Open Online Training
Basic Data Analysis for the Life Sciences
 Statistics and R
 4 weeks (24 hours per week)
 Introduction to Linear Models and Matrix Algebra
 4 weeks (24 hours per week)
 Statistical Interference and Modeling for Highthroughput Experiments
 4 weeks (24 hours per week)
 HighDimensional Data Analysis
 4 weeks (24 hours per week)
Other Free Online Resources for R
 The try R interactive online course from Code School

The swirl: learn R interactively from within the R console
 QuickR: Quick online reference for data input, basic statistics, and plots
 RStudio Cheat Sheets
R Books:
 Dynamic Documents with R and knitr By Yihui Xie
 R for Data Science by Hadley Wickham and Garrett Grolemund
 R for Everyone by Jared Lander
 R Cookbook (O’Reilly Media) by Paul Teetor
 R in Action by Robert Kabacoff