This workshop aims to develop an intuition for support vector machines (SVM) and to introduce commonly used libraries. The workshop motivates the algorithm and kernel functions using binary classification problems. Use cases and advantages of SVMs are explained with notebook demos.
Presented by Tom Iagovet, on 9 November, 2021.
Slides: https://drive.google.com/file/d/1Y5knIN1yA7vdA_aakXU8BNRDZYaHG-Cm/view?usp=sharing
Notebook 1: https://drive.google.com/file/d/1piqdkjHKGm8EfvGP_ZjLK9x4p2LEy0zF/view?usp=sharing
Notebook 2: https://drive.google.com/file/d/1jWHcS_ceTKjl7esCW4Ow669_Rz15zbml/view?usp=sharing
