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

Carter, Ethan B.

/ ISBN 13: 9798305390315

Editore: Independently published, 2024

In. Codice articolo ria9798305390315_new

Riassunto:

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.

Dati bibliografici

Titolo: Parallel Python Programming":: ""Harnessing ...
Casa editrice: Independently published
Data di pubblicazione: 2024
Legatura: Brossura
Condizione: New