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MATLAB Machine Learning
Michael Paluszek, Stephanie Thomas (Taschenbuch, Englisch)
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Beschreibung
This book is a comprehensive guide to machine learning with worked examples in MATLAB. It starts with an overview of the history of Artificial Intelligence and automatic control and how the field of machine learning grew from these. It provides descriptions of all major areas in machine learning.
The book reviews commercially available packages for machine learning and shows how they fit into the… field. The book then shows how MATLAB can be used to solve machine learning problems and how MATLAB graphics can enhance the programmer’s understanding of the results and help users of their software grasp the results.
Machine Learning can be very mathematical. The mathematics for each area is introduced in a clear and concise form so that even casual readers can understand the math. Readers from all areas of engineering will see connections to what they know and will learn new technology.
The book then providescomplete solutions in MATLAB for several important problems in machine learning including face identification, autonomous driving, and data classification. Full source code is provided for all of the examples and applications in the book.
What you'll learn:
An overview of the field of machine learning
Commercial and open source packages in MATLAB
How to use MATLAB for programming and building machine learning applications
MATLAB graphics for machine learning
Practical real world examples in MATLAB for major applications of machine learning in big data
Who is this book for:
The primary audiences are engineers and engineering students wanting a comprehensive and practical introduction to machine learning. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
29.12.2016
Sprache
Englisch
EAN
9781484222492
Herausgeber
APRESS
Sonderedition
Nein
Autor
Michael Paluszek, Stephanie Thomas
Seitenanzahl
326
Auflage
1
Einbandart
Taschenbuch
Schlagwörter
matlab, machine learning, ML, programming, code, numerical, algorithms
Thema-Inhalt
UYQ - Künstliche Intelligenz
UMC - Compiler und Übersetzer
UM - Computerprogrammierung und Softwareentwicklung
Höhe
254 mm
Breite
17.8 cm
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