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Applied MATLAB
Komal Mishra, Keshav Kumar (Broschiert, Englisch)
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Beschreibung
This book is a complete, industry-driven text to teach readers practical MATLAB skills in engineering, data analysis, automation, modeling, and simulation, as well as the ability to build intelligent systems. From practical workflows to hands-on examples and industry applications, the book fills the gap between theory learning using MATLAB and application in the engineering lab. Starting from the… basics of MATLAB, the book then shifts its focus toward the latest technologies in engineering: signal processing, image processing, machine learning, automation, working with Simulink units and system design, and finally to hardware integration, data preprocessing, and data visualization. Fundamental engineering principles and implementation-oriented examples using MATLAB code are introduced in each chapter to simulate real industrial situations. Readers are provided with a set of directions on how to read, pre-process data, create scalable MATLAB programs, visualize engineering data, automate repetitive processes, and create mathematical models and simulation models. The book provides a good introduction to how machine learning techniques can be used in engineering applications. The book also covers advanced topics such as time-series analysis, image processing, workflow optimization, real-time system modeling, and interfacing with hardware using Arduino and Raspberry Pi. The book is unique in focusing on problems, practical applications to the actual world, and scalability of engineering procedures compared to syntax-focused MATLAB books. The book provides practical guidelines for students, researchers, engineers, and professionals who want to use MATLAB for applied engineering, academic study, industry control, and automation in today's engineering environment. What You Will Learn: · Gain an understanding of the basics of MATLAB and typical engineering practices · Write efficient and scalable MATLAB programs · Dig into real-life data import, data cleaning, data pre-processing, and data analysis · Develop engineering drawings, renderings, and reports in 2D and 3D professional formats · Develop mathematical modeling and engineering simulations · Use optimization and computational skills numerically · Analyze time-series data and perform signal processing · Build up image processing and computer vision programs · Apply workflows for machine learning and data analytics to MATLAB · Simplify engineering tasks and streamline computational processes · Model and simulate a system using Simulink · Connect MATLAB to hardware platforms, IoT systems, APIs, and other applications Who This Book Is for: Beginning-Intermediate engineering students (undergraduate and postgraduate) and professionals (such as data analysts) who want to build their skills to use MATLAB for practical, real-world engineering workflows, data analysis, modeling, automation, simulation, machine learning, and hardware integration as well as intelligent data-driven applcations Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
25.12.2026
Sprache
Englisch
EAN
9798868830037
Herausgeber
APRESS
Sonderedition
Nein
Autor
Komal Mishra, Keshav Kumar
Einbandart
Broschiert
Buch Untertitel
Real-World Engineering Workflows, Data Analysis, and Solutions
Schlagwörter
MATLAB engineering workflows, MATLAB, MATLAB automation, MATLAB modeling, MATLAB data analysis, MATBLAB machine learning, Applied MATLAB, MATLAB production-ready systems, Hands-on MATLAB, MATLAB scalable solutions, MATLAB best practices, Data Analysis, Toolbox Integration, MATLAB toolbox, MATLAB Image Acquisitions, MATLAB Simulations, MATLAB Data Handling, Data Types, System Development, Data Workflows
Thema-Inhalt
UM - Computerprogrammierung und Softwareentwicklung
UMX - Programmier- und Skriptsprachen, allgemein
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: APRESS L.P., ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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