Learning with Kernels (Basics of Support Vector Machines)

Posted in Science on August 06, 2008


Learning with Kernels (Basics of Support Vector Machines)

The course will cover the basics of Support Vector Machines and related kernel methods.

  • Kernel and Feature Spaces
  • Large Margin Classification
  • Basic Ideas of Learning Theory
  • Support Vector Machines
  • Other Kernel Algorithms

Author: Bernhard Schölkopf, Max Planck Institute for Biological Cybernetics

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Tags: Science, Lectures, Computer Science, Machine Learning, VideoLectures.Net, Kernel Methods