Download e-book for iPad: An Introduction to Machine Learning by Miroslav Kubat

By Miroslav Kubat

ISBN-10: 3319200097

ISBN-13: 9783319200095

This e-book provides uncomplicated rules of laptop studying in a manner that's effortless to appreciate, by way of supplying hands-on sensible suggestion, utilizing uncomplicated examples, and motivating scholars with discussions of attention-grabbing functions. the most themes contain Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, choice bushes, neural networks, and help vector machines. Later chapters express the best way to mix those uncomplicated instruments in terms of “boosting,” the best way to take advantage of them in additional complex domain names, and the way to house assorted complex functional concerns. One bankruptcy is devoted to the preferred genetic algorithms.

Show description

Read Online or Download An Introduction to Machine Learning PDF

Best pattern recognition programming books

Read e-book online Standards in der Medienproduktion ( (German PDF

Dieses Buch gibt einen strukturierten Überblick zu den verschiedenen criteria und Spezifikationen der Medienproduktion für Print, internet und cellular units. Nach einer soliden Einführung in die Grundlagen von digitalen Dokumenten werden deren Bestandteile wie Texte, Schriften, Farben, Vektorgrafiken, Pixelbilder und Metadaten ausführlich behandelt.

Download e-book for iPad: Low-Rank and Sparse Modeling for Visual Analysis by Yun Fu

This e-book presents a view of low-rank and sparse computing, in particular approximation, restoration, illustration, scaling, coding, embedding and studying between unconstrained visible information. The booklet comprises chapters masking a number of rising themes during this new box. It hyperlinks a number of renowned examine fields in Human-Centered Computing, Social Media, snapshot class, trend popularity, laptop imaginative and prescient, monstrous info, and Human-Computer interplay.

Get Sparse Representation, Modeling and Learning in Visual PDF

This precise text/reference provides a finished evaluate of the state-of-the-art in sparse representations, modeling and studying. The booklet examines either the theoretical foundations and info of set of rules implementation, highlighting the sensible program of compressed sensing examine in visible popularity and computing device imaginative and prescient.

Advanced Concepts for Intelligent Vision Systems: 17th - download pdf or read online

This ebook constitutes the refereed complaints of the seventeenth overseas convention on complicated ideas for clever imaginative and prescient platforms, ACIVS 2016, held in Lecce, Italy, in October 2016. The sixty four revised complete papers awarded during this quantity have been conscientiously chosen from 137 submissions. They deal with classical low-level picture processing options; photograph and video compression; 3D; defense and forensics; and assessment methodologies.

Extra resources for An Introduction to Machine Learning

Sample text

Download PDF sample

An Introduction to Machine Learning by Miroslav Kubat

by Michael

Rated 4.94 of 5 – based on 40 votes