Machine Learning Fundamentals

Empirical Risk Minimization

The principle of choosing a model that minimizes error on training data, fundamental to supervised learning.

This concept is essential for understanding machine learning fundamentals and forms a key part of modern AI systems.

  • Loss Function
  • Training
  • Optimization

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machine-learning-fundamentals loss-function training optimization

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Added: November 18, 2025