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Kniha MATLAB Random Signals and Processes Primer Gordana Jovanovic Dolecek

MATLAB Random Signals and Processes Primer

Autor: Gordana Jovanovic Dolecek
Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer-Verlag GmbH
Dostupnost: Očekávaná novinka
Vydání 31. 07. 2026
2 901 Kč
This book offers a clear and intuitive approach to the world of random signals and processes, relati...

Informace o knize

Autor
Gordana Jovanovic Dolecek
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2026
EAN
9783032094827
ISBN
3032094828
Enbook ID
49688379
Vydavatel
Springer-Verlag GmbH

Kompletní popis

This book offers a clear and intuitive approach to the world of random signals and processes, relating them with fundamental statistics and machine learning techniques all through the lens of MATLAB. It is specifically designed for readers who prefer clarity over complexity, demystifying key concepts in random signals and processes, statistics, and machine learning. Even with a minimal amount of mathematical background, readers can confidently engage with the book, as it focuses on concepts and related terms clearly and simply.

  • Provides a highly accessible introduction to the concepts and key terms related to probability, random variables and processes, statistics, and machine learning;
  • Assumes minimal mathematical background and provides straightforward explanations of key terms, making the learning process comfortable and manageable;
  • Introduction to core statistical concepts, descriptive and inferential statistics;
  • A clear and intuitive approach to regression techniques such as linear, polynomial, and multiple regression;
  • Primer on machine learning techniques, explaining their crucial role and their relationship with probability, random signals, and statistics;
  • An intuitive and simplified approach to machine learning techniques such as logistic regression, naive Bayes, Gaussian naive Bayes, and KNN is provided;
  • Includes many examples in MATLAB, a variety of exercises, as well as end-of-chapter quizzes for self-assessment, ensuring an interactive and engaging learning experience

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