Parallel and High Performance Programming with Python: Unlock parallel and concurrent programming in Python using multithreading, CUDA, Pytorch and Dask. (English Edition)

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(as of Nov 22,2024 06:39:57 UTC – Details)

From the Publisher

From Preface

This e-book will introduce you to the assorted strategies at the moment out there for parallel and concurrent programming with the Python language. There are many libraries and strategies that will let you make the most of totally different architectures out there to make the calculations extra environment friendly and performing (GPU, cores, sources distributed on the community, and so on.). This e-book will attempt to step by step introduce the readers to the ideas behind these strategies with instance codes.

WHO IS THIS BOOK FOR?

This e-book is geared toward software program builders who want to take their careers to the following stage by bettering their abilities and studying about concurrent and parallel programming. It can be meant for Python builders who aspire to put in writing quick and environment friendly packages, and for college kids who want to be taught the basics of parallel computing and its sensible makes use of.

AUTHOR BIO

Fabio Nelli holds a Master’s Degree in Chemistry and a Bachelor’s Degree in IT and Automation Engineering. He at the moment works at numerous analysis institutes and non-public corporations, the place he delivers academic programs on knowledge evaluation and knowledge visualization applied sciences. He contributes to writing articles on the internet and writes in-depth books on the topic.

KEY FEATURES Explores parallel programming ideas and strategies for high-performance computing. Covers parallel algorithms, multiprocessing, distributed computing, and GPU programming. Provides sensible use of common Python libraries/instruments like NumPy, Pandas, Dask, and TensorFlow.

Publisher ‏ : ‎ AVA (April 14, 2023)
Language ‏ : ‎ English
Paperback ‏ : ‎ 392 pages
ISBN-10 ‏ : ‎ 9388590732
ISBN-13 ‏ : ‎ 978-9388590730
Item Weight ‏ : ‎ 1.49 kilos
Dimensions ‏ : ‎ 7.5 x 0.89 x 9.25 inches