Data Analysis Reading List

Basic Data Analysis

The basics

  • R4DS

Data management

Data visualization

Statistical Analysis

Free books

  • An introduction to statistical learning

Good Statistical Books

Advanced

  • Harrell Regression

YouTube Videos

  • https://www.youtube.com/watch?v=OJt-k9h9pmk&list=PLRKtJ4IpxJpBxX2S9wXJUhB1_ha3ADFpF

  • https://www.youtube.com/watch?v=FdnMWdICdRs&list=PLDcUM9US4XdPz-KxHM4XHt7uUVGWWVSus

  • https://www.youtube.com/watch?v=l-DHzZmZU4w&list=PLPWcjtBkAf6kKJhii6q8HOSqD2bqFO5NR