Learn Statistics From Scratch - Expanded Projects

Learn statistics by building small experiments, simulators, and analysis tools.

This directory contains expanded guides for each project in the Learn Statistics From Scratch curriculum.

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Learning Philosophy

Statistics is about evidence and uncertainty. These projects force you to compute, simulate, and interpret results.

The Progression

P01 Personal Data Dashboard   -> descriptive stats
P02 Loot Box Simulator        -> probability
P03 Dumb Spam Filter          -> classification basics
P04 Loaded Die Test           -> hypothesis testing
P05 Study vs Grades           -> correlation and regression

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Project Index

#	Project	Difficulty	Time	Core Concepts
P01	Personal Data Dashboard	Beginner	Weekend	Summary stats
P02	Loot Box Simulator	Beginner	Weekend	Probability
P03	Dumb Spam Filter	Beginner	Weekend	Classification
P04	Loaded Die Test	Intermediate	Weekend	Hypothesis testing
P05	Study vs Grades	Intermediate	Weekend	Regression