ENGLISH

Computational Mathematics: An Introduction to Numerical Analysis and Scientific Computing with Python

By Dimitrios , Mitsotakis

Book information

Publisher
CRC Press
Year
2023
ISBN
9781032262390, 9781000889482, 9781032262406, 9781003287292
Language
english
Format
EPUB
Filesize
20 MB (20945561 bytes)
Pages
731\0
Orientation
landscape
Paginated
yes
Scanned
no
Time added
2024-10-02 07:29:53

Description

This textbook is a comprehensive introduction to computational mathematics and scientific computing suitable for undergraduate and postgraduate courses. It presents both practical and theoretical aspects of the subject, as well as advantages and pitfalls of classical numerical methods alongside with computer code and experiments in Python. Each chapter closes with modern applications in physics, engineering, and computer science. Features: No previous experience in Python is required. Includes simplified computer code for fast-paced learning and transferable skills development. Includes practical problems ideal for project assignments and distance learning. Presents both intuitive and rigorous faces of modern scientific computing. Provides an introduction to neural networks and machine learning.

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