August 2015
Intermediate to advanced
286 pages
5h 42m
English
Overview
Unleash the full potential of Python for parallel programming with 'Python Parallel Programming Cookbook.' This book teaches you how to write code that performs multiple tasks simultaneously, enhancing efficiency and computational power. You'll explore topics such as threading, multiprocessing, asynchronous programming, and GPU utilization, all through practical Python examples.
What this Book will help me do
- Understand and apply threading and process-based parallelism in Python programming.
- Implement message-passing communication to manage parallel tasks across processes.
- Master GPU programming using PyCUDA to tackle computationally intensive problems.
- Leverage Python frameworks and libraries for distributed parallel computing applications.
- Adopt asynchronous event-driven programming models to design efficient applications.
Author(s)
None Zaccone is an experienced Python programmer and educator who specializes in parallel and distributed computing techniques. With a background in teaching and development, None has guided many learners through complex programming concepts, providing clear and insightful explanations. His approach emphasizes practicality and clarity, making technical topics accessible and actionable for developers.
Who is it for?
This book is ideal for Python developers who are looking to explore or deepen their knowledge of parallel programming techniques. It's perfect for those with an intermediate to advanced skill level in Python and seeks to optimize performance in their applications. If you're a developer interested in distributed systems, GPU programming, or asynchronous programming, this book will give you the fundamental and advanced tools needed to succeed.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.