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Date Lec # Topic
Aug 25, 2024 lec00a Welcome to MATH 615
Aug 25, 2025 lec00b MATH 615 Course Tools
Aug 27, 2025 lec01 Data Architecture
Sep 3, 2025 lec02 Formulating research questions
Sep 8, 2025 lec03a Workflows for Reproducibility
Sep 10, 2025 lec03b Preparing your data for analysis
Sep 15, 2025 lec04 Describing Distributions of Data
Sep 17, 2025 lec05a Describing Relationships between variables
Sep 24, 2025 lec05b Best practices in Data Visualization
Oct 1, 2025 lec06a Statistical Inference with Randomization
Oct 6, 2025 lec06b Statistical Inference using Models
Oct 8, 2025 lec07a Choosing Appropriate Analysis
Oct 13, 2025 lec07b Inference between two means
Oct 13, 2025 lec07c Inference between multiple means
Oct 20, 2025 lec07d Inference on proportions
Oct 22, 2025 lec07e Correlation Analysis
Oct 22, 2025 lec08 Simple Linear Regression Modeling
Oct 29, 2025 lec08b Moderation and Stratification
Nov 3, 2025 lec09 Multiple Linear Regression
Nov 10, 2025 lec10a Generalized Linear Models
Nov 10, 2025 lec10b Logistic Regression
Nov 12, 2025 lec10c Classification
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