Introduction to Probability and Statistics. Stat 20 UC Berkeley. Hex logo of Stat 20 showing a golden bear. |
For students with mathematical background who wish to acquire basic concepts. Relative frequencies, discrete probability, random variables, expectation. |
Week 1. Jan 16. Understanding the World with Data · Jan 18 ; Week 2. Jan 23. Summarizing Categorical Data · Jan 25 ; Week 3. Jan 29. Lab 1 Workshop. Jan 30. Data ... |
This course is structured as a flipped class, meaning that you will first be encountering new concepts in statistics and data science outside of class. |
This repository holds all of the learning objectives, course notes, reading questions, labs, and problems sets for Stat 20. |
For students with mathematical background who wish to acquire basic concepts. Relative frequencies, discrete probability, random variables, expectation. |
I'm a lecturer in the College of Computing, Data Science, and Society (CDSS) affiliated with the Department of Statistics at the University of California, ... |
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Week 1: Introduction, Week 2: Random Variables and Symmetry, Week 3: Random Counts, Week 4: Expectation, Week 5: Conditioning and Markov Chains. Textbook · Resources · Course Information · Staff |
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