Statistics for ML

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3 resources

OpenIntro Statistics
⬡ Website Textbook

OpenIntro Statistics

OpenIntro, Inc. · David Diez, Christopher Barr, and Mine Çetinkaya-Rundel

penIntro Statistics is a dynamic take on the traditional curriculum, being successfully used at Community Colleges to the Ivy League

Difficulty: intermediate
Statistics and Probability - Khan Academy
⬡ Website Video series Problem sets & exercises

Statistics and Probability - Khan Academy

Sal Khan · Khan Academy

Descriptive stats probability distributions hypothesis testing and regression with practice exercises.

Difficulty: beginner
Statistics Crash Course
▶ YouTube Video series

Statistics Crash Course

Adriene Hill · Crash Course

full YouTube playlist covering descriptive/inferential stats, probability, hypothesis testing, regression.

Difficulty: absolute_beginner