Learn R and Stats Deep Dive - Expanded Projects

Learn R and statistics by analyzing real datasets and building reproducible reports.

This directory contains expanded guides for each project in the R and Stats Deep Dive curriculum.


Learning Philosophy

Statistics becomes clear when you compute, visualize, and explain it. These projects are small but rigorous.

The Progression

P01 Descriptive Stats   -> summarize data
P02 Visualization       -> distributions and outliers
P03 Data Wrangling      -> tidy transformations
P04 Correlation         -> relationships
P05 Linear Regression   -> modeling

Project Index

# Project Difficulty Time Core Concepts
P01 Describing Data Beginner Weekend Summary stats
P02 Histograms and Boxplots Beginner Weekend Distributions
P03 dplyr Verbs Beginner Weekend Data cleaning
P04 Correlation & Scatter Beginner Weekend Relationships
P05 Simple Linear Regression Intermediate Weekend Modeling