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Classifier Training Sandbox
Drag examples into categories and watch a k-NN classifier learn from your labels.
Intermediate15 min
Learning Objective
Understand how machine learning models learn patterns from labeled training examples.
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Interactive Labs
Hands-on experiments that make AI concepts tangible. No prior experience needed.
0 of 3 labs completed
Drag examples into categories and watch a k-NN classifier learn from your labels.
Learning Objective
Understand how machine learning models learn patterns from labeled training examples.
Paste any text and see heuristic indicators of AI-generated vs human-written content.
Learning Objective
Develop critical thinking about AI-generated content by understanding the signals that distinguish it from human writing.
Explore three real-world scenarios where AI systems produce biased outcomes, and learn how to fix them.
Learning Objective
Understand how training data bias creates unfair AI outcomes, and what design choices can reduce bias.