Class Notes# Contents: Foundations Knowledge Logic Set Theory Probability Introduction Combinatorics Conditional Probability Random Variables Statistics Graphical Representations Point Estimation Correlation Linear Regression Sampling Distributions Distributions Bernoulli Distribution Geometric Distribution Binomial Distribution Uniform Distribution Normal Distribution Inference Introduction Statistical Bias Experimental Design Hypothesis Testing Population Mean Population Proportion Population Standard Deviation