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Introduction to Kernel Methods

Introduction to Kernel Methods

This video was recorded at Machine Learning Summer School (MLSS), Berder Island 2004. 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

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