Overview of Machine Learning

This document is an overview of machine learning created by Zaid Harchaoui, PDF training manual in 45 pages intended to hight students level.

Table of contents

  • Overview of machine learning
  • Unsupervised learning
  • Supervised learning
  • Learning Machines
  • Feature representation
  • Statistical learning : a tentative big picture
  • Unsupervised learning (learning without a teacher)
  • A blend of scientific disciplines
  • Computational efficiency : space and time savings
  • Statistical performance : fewer dimensions → regularization
  • Visualization : discover underlying structure of the data
Size : 4460.385 Kb
File type : pdf
Downloads: 123
Created: 2019-05-01
Overview of Machine Learning

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