Data Mining

From Curve Fitting to Machine Learning: An Illustrative by Achim Zielesny PDF

By Achim Zielesny

ISBN-10: 3319325442

ISBN-13: 9783319325446

This profitable e-book offers in its moment variation an interactive and illustrative consultant from two-dimensional curve becoming to multidimensional clustering and computing device studying with neural networks or aid vector machines. alongside the best way issues like mathematical optimization or evolutionary algorithms are touched. All suggestions and concepts are defined in a transparent reduce demeanour with graphically depicted plausibility arguments and a bit ordinary mathematics.

The significant issues are largely defined with exploratory examples and functions. the first aim is to be as illustrative as attainable with out hiding difficulties and pitfalls yet to handle them. the nature of an illustrative cookbook is complemented with particular sections that handle extra primary questions just like the relation among computing device studying and human intelligence.

All themes are thoroughly validated with the computing platform Mathematica and the Computational Intelligence programs (CIP), a high-level functionality library built with Mathematica's programming language on most sensible of Mathematica's algorithms. CIP is open-source and the certain code used through the ebook is freely accessible.

The aim readerships are scholars of (computer) technology and engineering in addition to medical practitioners in and academia who deserve an illustrative advent. Readers with programming talents may well simply port or customise the supplied code. "'From curve becoming to computer studying' is ... an invaluable booklet. ... It comprises the fundamental formulation of curve becoming and comparable topics and throws in, what's lacking in such a lot of books, the code to breed the results.
All in all this is often an engaging and beneficial booklet either for amateur in addition to specialist readers. For the amateur it's a stable introductory booklet and the professional will savor the numerous examples and dealing code". Leslie A. Piegl (Review of the 1st variation, 2012).

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From Curve Fitting to Machine Learning: An Illustrative Guide to Scientific Data Analysis and Computational Intelligence (Intelligent Systems Reference Library) by Achim Zielesny

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