12.11 Chebyshev's inequality

12.12 Discrete Continuous Uniform distributions

12.13 How to randomly sample data points (Uniform Distribution )

12.14 Bernoulli and Binomial Distribution

12.15 Log Normal Distribution

12.16 Power law distribution

12.17 Box core transform

12.18 Application of non-gaussian distributions?

12.19 Co-variance

12.20 Pearson Correlation Coefficient

12.21 Spearman Rank Correlation Coefficient

12.22 Correlation vs Causation

12.23 How to use correlations?

12.24 Cofidence interval (C.I) Introduction

12.25 Computing confidence interval given the underlying distribution

12.26 C.I for mean of a random variable

12.27 Confidence interval using bootstrapping

12.28_Hypothesis testing methodology, Null-hypothesis, p-value

12.29 Hypothesis Testing Intution with coin toss example

12.30 Resampling and permutation test