Parallel Python Programming":: ""Harnessing Concurrency and Multi core Processing for High-Performance Computing"

Carter, Ethan B.

ISBN 13: 9798305390315

Published by Independently published, 2024

Language: English

Condition: New Soft cover

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Bibliographic Details

Title

Parallel Python Programming":: ""Harnessing Concurrency and Multi core Processing for High-Performance Computing"

Publisher

Independently published

Publication Date

2024

Language

English

ISBN 13

9798305390315

Binding

Soft cover

Condition

New

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About this title

Synopsis

Unlock the full potential of your Python code with Parallel Python Programming, a comprehensive guide to mastering concurrency and multicore processing. This book is designed for developers, data scientists, and engineers looking to accelerate their applications by utilizing modern multi-core processors and parallel execution. Explore the fundamental concepts of parallel computing and how they can be seamlessly integrated into your Python projects. Through practical examples and clear explanations, you’ll learn to implement parallel algorithms, optimize performance, and overcome common bottlenecks in CPU-bound tasksFrom leveraging Python’s threading and multiprocessing modules to using advanced libraries like Dask and Celery, this book covers the tools, techniques, and best practices for building high-performance, scalable applications. Whether you’re working on data analysis, machine learning, or computational simulations, Parallel Python Programming empowers you to speed up your workflows and harness the power of multicore systems with ease.
Step into the world of parallelism and unlock the next level of performance in Python programming.

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