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

Book Details

Format Paperback / Softback
ISBN-10 1032063181
ISBN-13 9781032063188
Publisher Taylor & Francis Ltd
Imprint Chapman & Hall/CRC
Country of Manufacture GB
Country of Publication GB
Publication Date Aug 26th, 2024
Print length 381 Pages
Weight 606 grams
Dimensions 15.70 x 23.50 x 2.50 cms
Ksh 10,850.00
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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.

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.


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