EPPS Math & Coding Camp
Main Website
Day 1 (August 8, 2024)
Morning Session
Preliminaries
Algebra Review
Functions and Relations
Afternoon Session
Limits and Sequences
Differentiation
Probability
Day 2 (August 9, 2024)
Morning Session
Probability
Vector and Matrices
Afternoon Session
Distributions
Integrals
Feedback
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Data Files for Download
Air Quality Data (CSV)
Electric Vehicle Population Data (Excel)
US Life Expectancy Data (CSV)
Day 3 (August 12, 2024)
Morning Session
Introduction to R and RStudio
Basic R Syntax & Data Types
Data Structures
Afternoon Session
Basic Operations and Functions
Importing and Exporting Data
Basic Data manipulation
Day 4 (August 13, 2024)
Morning Session
Data Visualization with Basic R
Introduction to ggplot2
Advanced data manipulation with dplyr
Afternoon Session
Introduction to Linear Regression
Multiple Linear Regression
Regression Diagnostics and Model Evaluation
Day 5 (August 14, 2024)
Morning Session
Math
Afternoon Session
Group Projects
Group Presentations
Upload Group 1 Presentation
Upload Group 2 Presentation
Upload Group 3 Presentation
Upload Group 4 Presentation
Resources
References
