Theories and algorithms

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Introduction to artificial intelligence

Artificial Intelligence (Basics)

Operational research

Machine Learning

  • Regression and regularization
  • Instance-based learning
  • Decision tree methods
  • Bayesian methods
  • Cluster analysis
  • Association rules learning
  • Dimensionality reduction
  • Ensemble methods

Natural Algorithms/Computational Intelligence

Deep learning