Statistics and Probability Together

Probability is the mathematics of chance; statistics is the discipline of drawing conclusions from data. Together they give you a complete toolkit for reasoning under uncertainty.

Topics

• Sample spaces and events.
• Random variables and expectation.
• Common distributions — normal, binomial, Poisson, exponential.
• Estimation, confidence intervals and hypothesis testing.
• Regression and correlation.