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

Carter, Ethan B.

 
9798305390315: Parallel Python Programming":: ""Harnessing Concurrency and Multi core Processing for High-Performance Computing"
Softcover
ISBN 13: 9798305390315
Publisher: Independently published, 2024

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.

"synopsis" may belong to another edition of this title.

Publisher
Independently published
Publication date
2024
Language
English
ISBN 13 
9798305390315
Binding
Paperback
Number of pages
518