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| <font><i>A run down of what SVMs are and what they can be used for. All of the necessary background to get started with using SVMs.</i></font> | | <font><i>A run down of what SVMs are and what they can be used for. All of the necessary background to get started with using SVMs.</i></font> |
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| <a href="https://www.youtube.com/watch?v=efR1C6CvhmE">Support Vector Machines Main Ideas</a> | | <a href="https://www.youtube.com/watch?v=efR1C6CvhmE">Support Vector Machines Main Ideas</a> |
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| <font><i>A mathematical description of the Polynomial Kernel and how SVMs use this type of kernel to classify data. This video describes how the Polynomial Kernel classifies data in a set number of dimensions.</i></font> | | <font><i>A mathematical description of the Polynomial Kernel and how SVMs use this type of kernel to classify data. This video describes how the Polynomial Kernel classifies data in a set number of dimensions.</i></font> |
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| <a href="https://www.youtube.com/watch?v=Toet3EiSFcM">The Polynomial Kernel</a> | | <a href="https://www.youtube.com/watch?v=Toet3EiSFcM">The Polynomial Kernel</a> |
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| <font><i>A mathematical description of the Radial Kernel and how SVMs use this type of kernel to classify data. This video describes how the RBF classifies data in infinite dimensions.</i></font> | | <font><i>A mathematical description of the Radial Kernel and how SVMs use this type of kernel to classify data. This video describes how the RBF classifies data in infinite dimensions.</i></font> |
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| <a href="https://www.youtube.com/watch?v=Qc5IyLW_hns">The Radial (RBF) Kernel</a> | | <a href="https://www.youtube.com/watch?v=Qc5IyLW_hns">The Radial (RBF) Kernel</a> |
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