R Ratio Probability Workshop

Understand Uncertainty

Explore probability from coin flips to Bayesian inference with interactive simulations, distribution tools, and real-world applications.

Roll the Dice

What We Offer

🎲

Dice & Coin Lab

Simulate thousands of rolls and flips to compare experimental and theoretical probabilities.

📊

Distribution Viewer

Adjust parameters of common distributions and see PDF, CDF, mean, and variance update in real time.

🔀

Monte Carlo Engine

Run Monte Carlo simulations to estimate probabilities for complex events and geometric probability.

🧠

Bayes Calculator

Step through Bayesian updates with prior, likelihood, and posterior visualized as probability trees.

Counting & Basic Probability

Master permutations, combinations, the multiplication principle, and probability axioms through visual counting exercises and tree diagrams.

Random Variables & Distributions

Study discrete and continuous distributions — binomial, geometric, Poisson, normal, uniform — with interactive parameter explorers.

Bayesian & Conditional

Apply Bayes' theorem, conditional probability, and independence to medical testing, quality control, and decision-making scenarios.

3,100+
Practice Problems
40+
Simulations
90%
Concept Mastery
4.8/5
Student Rating

What Learners Say

Running 10,000 dice simulations and watching the distribution form taught me the law of large numbers instantly.
Prof. Adams, Probability
The Bayes calculator made conditional probability visual instead of just formulas on a page.
Tanya P., Grade 12