Introduction to Data Science

by Rafael A. Irizarry


This book introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression and machine learning and helps you develop skills such as R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux shell, version control with GitHub, and reproducible document preparation with R markdown. Read more →


The Unix Workbench

by Sean Kross


The Unix Workbench […] Cover Image: A Goldsmith in his Shop by Petrus Christus This work by Sean Kross is licensed CC0. Zero rights … Read more →