Understanding Uncertainty

by Joey Rudoler

Provides an introduction to statistics with an emphasis on building intuition about uncertainty in data analysis and decision-making. Structured around thinking critically about data generating processes (i.e. the random, real-world phenomena that produce data) and how to model them computationally.

Lecture 00
Lecture 01
Probability and Random Variables
Lecture 03
Lecture 04
Hypothesis Testing
Lecture 06
Lecture 07
Lecture 08
Lecture 09
Appendix: Code