Miroslav Kubat's An Introduction to Machine Learning PDF

By Miroslav Kubat

ISBN-10: 3319200097

ISBN-13: 9783319200095

This ebook provides uncomplicated principles of computing device studying in a fashion that's effortless to appreciate, by way of delivering hands-on useful recommendation, utilizing basic examples, and motivating scholars with discussions of fascinating purposes. the most themes contain Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, selection bushes, neural networks, and aid vector machines. Later chapters exhibit easy methods to mix those easy instruments when it comes to “boosting,” find out how to make the most them in additional advanced domain names, and the way to accommodate assorted complicated useful matters. One bankruptcy is devoted to the preferred genetic algorithms.

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An Introduction to Machine Learning by Miroslav Kubat


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