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An Introduction to Scientific Computing with MATLAB® and Python Tutorials - Softcover

 
9781032063188: An Introduction to Scientific Computing with MATLAB® and Python Tutorials
  • PublisherChapman and Hall/CRC
  • Publication date2024
  • ISBN 10 1032063181
  • ISBN 13 9781032063188
  • BindingPaperback
  • LanguageEnglish
  • Edition number1
  • Number of pages398

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Paperback. Condition: new. Paperback. This textbook is written for the first introductory course on scientific computing. It covers elementary numerical methods for linear systems, root finding, interpolation, numerical integration, numerical differentiation, least squares problems, initial value problems and boundary value problems. It includes short Matlab and Python tutorials to quickly get students started on programming. It makes the connection between elementary numerical methods with advanced topics such as machine learning and parallel computing.This textbook gives a comprehensive and in-depth treatment of elementary numerical methods. It balances the development, implementation, analysis and application of a fundamental numerical method by addressing the following questions.Where is the method applied?How is the method developed?How is the method implemented?How well does the method work?The material in the textbook is made as self-contained and easy-to-follow as possible with reviews and remarks. The writing is kept concise and precise. Examples, figures, paper-and-pen exercises and programming problems are deigned to reinforce understanding of numerical methods and problem-solving skills. This textbook covers essential numerical techniques including basic methods for linear systems, root finding, interpolation, numerical integration and differentiation, least squares and Monte Carlo methods. This book balances the development, implementation, application and analysis of computational ideas and methods. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781032063188

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