Video series
Statistics Crash Course
full YouTube playlist covering descriptive/inferential stats, probability, hypothesis testing, regression.
Ratings
Course details
Difficulty
Absolute beginner (no background needed)
Length
2 – 10 hrs
Quality
4/5
Prerequisites
None
Updated
2019
Exercises
No
Certificate
No
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Interactive tutorial
Seeing Theory - A Visual Introduction to Probability
Animated interactive textbook covering distributions Bayes theorem regression and inference visually.
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Textbook
OpenIntro Statistics
penIntro Statistics is a dynamic take on the traditional curriculum, being successfully used at Community Colleges to the Ivy League
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Video series
Problem sets & exercises
Statistics and Probability - Khan Academy
Descriptive stats probability distributions hypothesis testing and regression with practice exercises.