Introduction to Kernel Methods

Posted in Science on July 28, 2008

Introduction to Kernel Methods

The course will cover the basics of Support Vector Machines and related kerne methods:

  1. Kernels and Feature Spaces
  2. Large Margin Classification
  3. Basic Ideas of Learning Theory
  4. Support Vector Machines
  5. Examples of 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