EPPS Math & Coding Camp
Main Website
Day 1
Morning Session
(Check-in)
Preliminaries
Differentiation 1
Probability 1
Afternoon Session
(Check-in)
Probability 2
Differentiation 2
Distributions 1
Day 2
Morning Session
(Check-in)
Algebra Review
Functions and Relations 1
Vector and Matrices 1
Afternoon Session
(Check-in)
Vector and Matrices 2
Distributions 2
Functions and Relations 2
Data Files for Download
Air Quality Data (CSV)
Electric Vehicle Population Data (Excel)
US Life Expectancy Data (CSV)
Day 3
Morning Session
(Check-in)
Introduction to R and RStudio
Basic R Syntax & Data Types
Data Structures
Afternoon Session
(Check-in)
Importing and Exporting Data
Data Manipulation
Data Visualization with Basic R
Day 4
Morning Session
(Check-in)
R Data Visualization using ggplot2
Advanced data manipulation with dplyr
Linear Regression
Afternoon Session
(Check-in)
Multiple Linear Regression
Regression Diagnostics and Model Evaluation
Quarto and LaTeX
Day 5
Morning Session
(Check-in)
Reviews and Preparation for Presentation
Afternoon Session
(Check-in)
Project Presentations
Group Presentations
Group Sign Up
Upload Group 1 Presentation
Upload Group 2 Presentation
Upload Group B Presentation
Upload Group THR33 Presentation
Upload Group KSA Presentation
Presentation Example 1
Presentation Example 2
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Resources
References
