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Applying Math with Python. Over 70 practical recipes for solving real-world computational math problems - Second Edition

(ebook) (audiobook) (audiobook) Książka w języku angielskim
Autor:
Sam Morley
Applying Math with Python. Over 70 practical recipes for solving real-world computational math problems - Second Edition Sam Morley - okladka książki

Applying Math with Python. Over 70 practical recipes for solving real-world computational math problems - Second Edition Sam Morley - okladka książki

Applying Math with Python. Over 70 practical recipes for solving real-world computational math problems - Second Edition Sam Morley - audiobook MP3

Applying Math with Python. Over 70 practical recipes for solving real-world computational math problems - Second Edition Sam Morley - audiobook CD

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Stron:
376
Dostępne formaty:
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The updated edition of Applying Math with Python will help you solve complex problems in a wide variety of mathematical fields in simple and efficient ways. Old recipes have been revised for new libraries and several recipes have been added to demonstrate new tools such as JAX.
You'll start by refreshing your knowledge of several core mathematical fields and learn about packages covered in Python's scientific stack, including NumPy, SciPy, and Matplotlib. As you progress, you'll gradually get to grips with more advanced topics of calculus, probability, and networks (graph theory). Once you’ve developed a solid base in these topics, you’ll have the confidence to set out on math adventures with Python as you explore Python's applications in data science and statistics, forecasting, geometry, and optimization. The final chapters will take you through a collection of miscellaneous problems, including working with specific data formats and accelerating code.
By the end of this book, you'll have an arsenal of practical coding solutions that can be used and modified to solve a wide range of practical problems in computational mathematics and data science.

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O autorze książki

Sam Morley is an experienced lecturer in mathematics and a researcher in pure mathematics. He is currently a research software engineer at the University of Oxford working on the DataSig project. He was previously a lecturer in mathematics at the University of East Anglia and Nottingham Trent University. His research interests lie in functional analysis, especially Banach algebras. Sam has a firm commitment to providing high-quality, inclusive, and enjoyable teaching, with the aim of inspiring his students and spreading his enthusiasm for mathematics.

Packt Publishing - inne książki

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