Section outline

  • Data transformations; Core Statistics & Hypothesis Testing

    • Data transformations: scaling, centering, logs, binning, one-hot encoding
    • T-test, Wilcoxon
    • Analysis of variance, Kruskal-Walllis Test
    • Chi-square test; Fisher's exact test
    • The Generalized Linear Model

    Book chapter:     Data Transformations, Common statistical tests, Introduction to the GLM

    Faculty:      Stathis Gennatas


    Location:      Mission Hall 1400 / Zoom