SVM Training - Practical Machine Learning Tutorial with Python p.26

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United States sentdex
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Published on ● Video Link: https://www.youtube.com/watch?v=QAs2olt7pJ4


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Tutorial
Duration: 14:23
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In this support vector machine from scratch video, we talk about the training/optimization problem.

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

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

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

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

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Tags:
training
support vector machine
svm
machine learning
python
classification
artificial intelligence
tutorial