Mathematical Preliminaries and Notation

  • statistical modeling
  • probabilistic modeling
  • probabilistic and symbolic planning
  • statistical machine learning systems
  • mathematical foundations of artificial intelligence
  • statistical machine learning tools
  • role of geometry & compressibilty in deep learning

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