Reproducing Kernel Hilbert Spaces

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Reproducing Kernel Hilbert Spaces

Brief introduction on the mathematics behind the popular machine learning tool called Support Vector Machine: the Reproducing Kernel Hilbert Space.

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  • 4 Students Enrolled
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Courselet Content

2 components

Requirements

  • Basic knowledge of mathematics and statistics.

General Overview

Description

This class gives an overview of Reproducing Kernel Hilbert Spaces.

General concepts that are necessary to understand the intuition and formal definition of Reproducing Kernel Hilbert Spaces are reviewed.

Additionally, illustrative data examples are provided.

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