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Welcome to DSCI 551: Descriptive Statistics and Probability for Data Science
Lectures
Lecture 1: Depicting Uncertainty
Lecture 2: Parametric Families
Lecture 3: Joint Probability
Lecture 4: Conditional Probabilities
Lecture 5: Continuous Distributions
Lecture 6: Common Distribution Families and Conditioning
Lecture 7: Maximum Likelihood Estimation
Lecture 8: Simulation
Appendices
Probability Cheatsheet
Distribution Cheatsheet
Greek Alphabet
Repository
Open issue
Index
