SVM Training 
SVM Training
by Harrison Kinsley
Video Lecture 26 of 42
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Views: 926
Date Added: August 11, 2016

Lecture Description

In this support vector machine from scratch video, we talk about the training/optimization problem.

Additional Resources:
Convex Optimization Book: web.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf

Sequential Minimal Optimization book: research.microsoft.com/pubs/68391/smo-book.pdf

More SMO: research.microsoft.com/pubs/69644/tr-98-14.pdf

CVXOPT (Convex Optimization Module for Python): cvxopt.org/

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Course Index

Course Description

The objective of this course is to give you a holistic understanding of machine learning, covering theory, application, and inner workings of supervised, unsupervised, and deep learning algorithms.

In this series, we'll be covering linear regression, K Nearest Neighbors, Support Vector Machines (SVM), flat clustering, hierarchical clustering, and neural networks.

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