Harvard Online
Fat Chance: Probability from the Ground Up
Beginner-friendly HarvardX course building probability from basic counting up to the normal distribution.
Paid certificateMathematics
Self-pacedBeginner
173 free courses
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IIT Kharagpur's 12-week NPTEL course on probability theory and statistical inference.
Paid certificateMathematicsSelf-pacedIntermediateKhan Academy
Statistics and Probability
Khan Academy's full free statistics course, from describing data to significance tests.
No certificateData Science60 hrsBeginnerMIT OpenCourseWare
Introduction to Probability and Statistics (18.05)
MIT undergraduate course on probability, Bayesian inference and frequentist statistics.
No certificateMathematicsSelf-pacedIntermediate