5. Support Vector, Linear Machine and Multi class Support Vector Machines

Lecture 11 Support Vector Machine I

Discussion Content : Recapitulation Linear Classifier, Introduction to Support Vector Machine.

Content File : https://drive.google.com/file/d/14QS4...

Lecture 12 Support Vector Machine II

Discussion Content : Support Vector Machine Continued.

Content File : https://drive.google.com/file/d/1CmKv...

Lecture 13 Linear Machine

Discussion Content : Multi class Problem and Its Interpretation using Linear Machines

Content File : https://drive.google.com/file/d/16gkX...

Lecture 14 Multiclass Support Vector Machine I

Discussion Content : Linear Machine Continued, Multiclass Support Vector Machine, Hinge Loss, Regularization

Content File : https://drive.google.com/file/d/1DxgI...

Lecture 15 Multiclass Support Vector Machine II

Discussion Content : Multiclass SVM Loss Function, Visualizing Loss Function, Optimizing Loss Function

Content File : https://drive.google.com/file/d/1GUaU...

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