Statistics and Probability (Khan Academy)

Learn statistics and probability for free - everything you'd want to know about descriptive and inferential statistics:

Unit 1: Analysing categorical data
Unit 2: Displaying and comparing quantitative data
Unit 3: Summarizing quantitative data
Unit 4: Modelling data distributions
Unit 5: Exploring bivariate numerical data
Unit 6: Study design
Unit 7: Probability
Unit 8: Counting, permutations, and combinations
Unit 9: Random variables
Unit 10: Sampling distributions
Unit 11: Confidence intervals
Unit 12: Significance tests (hypothesis testing)
Unit 13: Two-sample inference for the difference between groups
Unit 14: Inference for categorical data (chi-square tests)
Unit 15: Advanced regression (inference and transforming)
Unit 16: Analysis of variance (ANOVA)

Link: https://www.khanacademy.org/math/statistics-probability

Navigational hashtags: #armknowledgesharing #armcourses
General hashtags: #statistics #testing #design #data #abtesting #abtest #probability #ttest

@data_science_weekly