Statistics 652: Online Books

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Machine Learning:

• Hands-On Machine Learning with R

Data Science:

• r4ds
• ModernDive
• YaRrr!
• R Data Science Essentials
• Python Data Science Essentials
• Doing Data Science
• Data Science from Scratch
• What is Data Science? (fast easy read)
• Data Driven (fast easy read)
• A Simple Introduction to Data Science

Analytics:

• Introductory Statistics and Analytics: A Resampling Perspective Peter C. Bruce

Project MOSAIC Little Books

• Start Teaching Statistics Using R
• A Student's Guide to R

leanpub

• R Programming for Data Science
• Art of Data Science

oTexts

• fpp3

RDM

• R and Data Mining

Little Books, Avril Coghlan

• A Little Book of R for Biomedical Statistics
• A Little Book of R for Time Series
• A Little Book of R for Multivariate Analysis

Python

• Computational Statistics in Python

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