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Classroom Contents
Support Vector Machines - A Friendly Introduction
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- 1 Introduction
- 2 Classification goal: split data
- 3 Perceptron algorithm
- 4 Split data - separate lines
- 5 How to separate lines?
- 6 Expanding rate
- 7 Perceptron Error
- 8 SVM Classification Error
- 9 Margin Error
- 10 Challenge - Gradient Descent
- 11 Which line is better?
- 12 The C parameter
- 13 Series of 3 videos
- 14 Thank you!
