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 |