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Milestone 1: Binary Classification

Learn how to teach an AI to distinguish between two categories using a small dataset. Complete the pipeline below, then explore algorithms, play in the playground, and take the quiz to earn a badge!

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Labeling
2
Cleaning
3
Training
4
Testing

Algorithm Explainer

Dive into how KNN, Decision Trees, Random Forests, and more classify data step by step.

Go to Explainer

Playground

Experiment with different models & hyperparameters. Watch decision boundaries change in real time.

Open Playground

Final Challenge Quiz

Test your knowledge on binary classification. Earn a badge upon success!

Take Quiz

Milestone 2: Multi-Class Classification

Once you've mastered two-class problems, expand your skills to handle multiple categories at once!