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Basic concepts and Maximal Margin Classifiers
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Classroom Contents
Support Vector Machines Part 1 - Main Ideas
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- 1 Awesome song and introduction
- 2 Basic concepts and Maximal Margin Classifiers
- 3 Soft Margins allowing misclassifications
- 4 Soft Margin and Support Vector Classifiers
- 5 Intuition behind Support Vector Machines
- 6 The polynomial kernel function
- 7 The radial basis function RBF kernel
- 8 The kernel trick
- 9 Summary of concepts
