Educational Tool
Monte Carlo Simulation
An interactive guide to Monte Carlo simulation with hands on visualizations for estimating pi, dice probabilities, and investment paths.
Overview
Monte Carlo Simulation is an editorial quality interactive lesson that turns an abstract method into something you can experiment with. Four canvas visualizations run live: estimating pi with up to a million samples, a coin flip convergence demo of the Law of Large Numbers, dice probabilities compared against exact math, and a geometric Brownian motion investment path simulator with percentile bands. A table of contents sidebar, scroll reveal animations, three themes, and interactive quizzes keep the lesson moving, all built with React, TypeScript, and Vite.
What was built
- Interactive pi estimation up to a million samples
- Law of Large Numbers convergence demo
- Dice probability versus exact math
- Investment path simulator with percentiles
- Light, dark, and midnight themes
- Table of contents and scroll reveal
- Interactive quiz questions
Screenshots
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