Descriptive statistics (mean, median, mode, std, variance)

Inferential statistics

Hypothesis testing

p-values & significance

Confidence intervals

Correlation vs. causation

Regression (linear, logistic)

Maximum Likelihood Estimation (MLE)

Maximum A Posteriori (MAP)

Bayesian inference

Sampling methods