WEEK 7

Posted 2021-01-24

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WEEK 7

Support Vector Machines

Support vector machines, or SVMs, is a machine learning algorithm for classification. We introduce the idea and intuitions behind SVMs and discuss how to use it in practice.
6 videos, 1 reading

Video: Optimization Objective

Video: Large Margin Intuition

Video: Mathematics Behind Large Margin Classification

Video: Kernels I

Video: Kernels II

Video: Using An SVM

Reading: Lecture Slides

Programming: Support Vector Machines

Graded: Support Vector Machines