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MNIST Demystifier

Live

The "hello world" of machine learning, made tangible.

Explore the classic handwritten-digits dataset, train a model to recognise digits, then test its accuracy yourself — machine learning's most famous exercise, running live in your browser.

React · Docker

Open MNIST Demystifier

Every machine-learning practitioner starts with MNIST — a dataset of 70,000 handwritten digits that has served as the field’s standard first exercise for decades. The MNIST Demystifier puts that exercise in your browser: look at the data, train a recogniser, and interrogate what it learned.

No prior technical knowledge assumed. If you’ve ever wanted the phrase “training a model” to mean something concrete, start here.

What it does

Explore the dataset

Browse the actual handwritten digits models learn from — seeing the data is half of understanding the problem.

Train and test a model

Kick off training yourself and then probe the trained model's accuracy — including where and why it gets digits wrong.

MNIST Demystifier runs live — no sign-up needed to look around.

Open MNIST Demystifier