Open access book: Introduction to Data Science

Dominique Daniel's picture

Harvard biostatistics professor Rafael A. Irizarry has published an open source book, Introduction to Data Science:

"The demand for skilled data science practitioners in industry, academia, and government is rapidly growing. 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. It also helps you develop skills such as R programming, ...The book is divided into six parts: R, Data Visualization, Data Wrangling, Statistics with R, Machine Learning, and Productivity Tools."