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Kernel Methods

Kernel Methods

This video was recorded at Machine Learning Summer School (MLSS ), Bordeaux 2011. The course will start with basic ideas of machine learning, followed by some elements of learning theory. It will also introduce positive definite kernels and their associated feature spaces, and show how to use them for kernel mean embeddings, SVMs, and kernel PCA.
Keywords:
videolectures, ocwc, oec
Disciplines:
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More about this material

Material Type:
Presentation
Date Added to MERLOT:
February 10, 2015
Date Modified in MERLOT:
February 10, 2015
Author:
Submitter:
The Open Education Consortium
Primary Audience:
College General Ed, College Lower Division, College Upper Division
Technical Format:
Video
Mobile Compatibility:
Not specified at this time
Language:
English
Cost Involved:
No
Source Code Available:
No
Accessibility Information Available:
Unknown
Creative Commons:
Creative Commons License
This work is licensed under a Attribution-NonCommercial-NoDerivs 3.0 United States

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