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Matching Challenge: Machine Learning Foundations
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Machine Learning (ML): foundations, history, relationships, and core concepts
May 12, 2026
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Matching Challenge: Machine Learning Foundations
Match each item on the left with its corresponding item on the right!
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Match These:
Machine learning (ML)
Empirical risk minimization (ERM)
Loss function
Probably approximately correct (PAC) learning
Supervised learning
k-means clustering
Reinforcement learning
Minimizing a loss function on training data (empirical risk minimization)
Finite training sets and uncertainty about the future
Clustering groups similar unlabeled data points into k clusters
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