Essential Statistics

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Free Online Course: Essential Statistics provided by YouTube is a comprehensive online course, which lasts for 7 hours worth of material. The course is taught in English and is free of charge. Essential Statistics is taught by Tübingen Machine Learning.

Overview
  • 01 Introduction.
    02 Basic Concepts.
    03 Summary Statistics.
    04 Probability and Distributions.
    05 The normal distribution.
    06 Statistical Inference.
    07 Confidence Intervals.
    08 Two sample t test.
    09 Wilcoxon.
    10 Tests for paired samples.
    12 ANOVA.
    13 Post hoc testing.
    14 Correlation coefficient.
    15 Linear Regression.
    16 Analyzing dichtotomous data I.
    17 Analyzing dichtotomous data II.