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CRC Press Introduction to Scientific Computing - MATLAB and Python

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Description

This comprehensive textbook introduces scientific computing through practical numerical methods and dual-language programming tutorials. Designed for first courses in the subject, it covers linear systems, root finding, interpolation, numerical integration, differentiation, least squares problems, and both initial and boundary value problems. The included MATLAB and Python tutorials enable students to begin programming immediately whilst connecting elementary methods to advanced topics such as machine learning and parallel computing. Published by CRC Press, this text provides both rigorous mathematical foundations and hands-on coding experience, making it ideal for students seeking a thorough introduction to computational mathematics and its modern applications.

Key Features

Covers fundamental numerical methods including linear systems, root finding, interpolation and numerical integration using both MATLAB and Python.

Includes short MATLAB and Python tutorials that help students quickly develop programming skills alongside theoretical learning.

Bridges elementary numerical methods with advanced topics such as machine learning and parallel computing for broader computational understanding.

Addresses initial value problems and boundary value problems with detailed explanations and code examples in both languages.

Published by Chapman and Hall/CRC, offering a comprehensive and in-depth treatment of scientific computing fundamentals.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
09 June 2022
Listed Since
09 December 2021

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