10 🔢 Statistics
Skill Level: ★ Beginner — ★★ Intermediate — ★★★ Advanced
10.1 Statistical Techniques
10.1.0.2 Consulting for Statistics, Computing, & Analytics Research (CSCAR) Workshops - Events ★★
A listing of upcoming in-person workshops on various statistical techniques
10.1.0.3 Statistical Inference via Data Science: A ModernDive into R and the Tidyverse - Textbook ★
The companion website to Chester Ismay and Albert Y. Kim’s introductory statistics textbook, which walks students through the entire data analysis pipeline using R and tidyverse
10.1.0.4 Statistics Course for Data Science - Video ★
The Statistics for Data Science Course covers statistical concepts taught in many intro and intermediate statistics courses in universities and colleges
10.1.0.5 Think Stats: Exploratory Data Analysis in Python - Textbook ★
This text is an introduction to the practical tools of exploratory data analysis
10.1.0.6 Probably Overthinking It: Data Science and Bayesian Statistics - Blog ★★
A blog series by Allen Downey, a curriculum designer at Brilliant, professor emeritus at Olin College, and author of Think Python, Think Bayes, and other books
10.1.0.7 50 years of Data Science - Article ★★
An article based on a presentation from the 2015 Tukey Centennial workshop reviewing the last 50 years of Data Science and its emergence from the fields of statistics and machine learning
10.1.0.8 Lessons in Statistical Thinking - Book ★★
Lessons in Statistical Thinking presents the statistical ideas and methods behind decision-making to guide action