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understanding-uncertainty

Lecture 00: Why Statistics?
Lecture 01: Programming Basics
Lecture 02: Probability and Random Variables
Lecture 03: Sampling and Simulation
Lecture 04: Data Generating Processes
Lecture 05: Hypothesis Testing
Lecture 06: Bootstrapping
Lecture 07: Permutation Tests
Lecture 08: Regression Basics
Lecture 09: Interpreting Regression
Lecture 10: Classification
Lecture 11: Model Evaluation
Lecture 12: Advanced Topics

understanding-uncertainty

This website contains course materials for the Understanding Uncertainty course, which is a part of the US-Israel Academic Bridge Fellowship hosted at the University of Pennsylvania.