Machine Learning Fundamentals

Bayesian Inference

Using Bayes’ theorem to update beliefs about parameters given data, incorporating uncertainty.

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

  • MAP
  • Prior
  • Posterior
  • Probability

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machine-learning-fundamentals map prior posterior

Added: November 18, 2025