Health Data Science

Slides

Lecture 0: Overview

Lecture 1: Exploring Relationships

Lecture 2: Probability

Lecture 3: Random Variables and Probability Distributions

Lecture 4: Estimation

Lecture 5: Hypothesis Testing

Lecture 6: Statistical Inference for the Relationship Between Two Variables

Lecture 7: Analysis of Variance (ANOVA)

Lecture 8: Analysis of Categorical Variables

Lecture 9: Regression Analysis

Lecture 10: Clustering

Lecture 11: Bayesian Analysis

Lecture 12: Classification

Lecture 13: Linear Model Selection and Regularization

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