Machine Learning Fundamentals

Entropy

A measure of uncertainty or randomness in a random variable from information theory.

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

  • Information Theory
  • Cross-Entropy
  • KL Divergence

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machine-learning-fundamentals information-theory cross-entropy kl-divergence

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Added: November 18, 2025