Machine Learning is a sub-field of Artificial Intelligence.  Within Machine Learning there are subtopics:

  • Supervised Learning
  • Semi-Supervised Learning
  • Unsupervised Learning
  • Explanation Based Learning
  • Decision Tree Learning
  • Data Classification and Rule Induction
  • Inductive Logic Programming
  • Reinforcement Learning
  • Artificial Neural Networks
  • Conceptual Learning and General-to-Specific Learning (Version Space)
  • Statistical and Bayesian Learning
  • Computational Learning Theory
  • Genetic Algorithms and Evolutionary Computing
  • Belief Networks – Bayesian and Markov (Computational Uncertainty).

And there are other subfields not listed.  Please note that Support Vector Machines (SVM) are a form of supervised learning developed from Computational Learning Theory.

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