YoVDO

Working Around the GIL with Asyncio

Offered By: PyCon US via YouTube

Tags

PyCon US Courses Python Courses Scalable Systems Courses Asyncio Courses Global Interpreter Lock (GIL) Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore how to overcome the limitations of Python's Global Interpreter Lock (GIL) using asyncio in this 44-minute PyCon US talk by Łukasz Langa. Discover alternative approaches to multiprocessing for utilizing multiple CPU cores efficiently, particularly when dealing with large data transfers. Examine two practical examples of data processing using Python 3.11, demonstrating how asyncio combined with shared memory can enhance performance. Learn to leverage Python's built-in components to construct scalable systems, with demonstrations on both macOS and Windows Subsystem for Linux. Focus on core language features without delving into data pipeline reimplementation or MLops best practices.

Syllabus

Talks - Łukasz Langa: Working Around the GIL with asyncio


Taught by

PyCon US

Related Courses

Intro to Python for Brand New Programmers
PyCon US via YouTube
Comprehending Comprehensions
PyCon US via YouTube
Data Analysis with SQLite and Python
PyCon US via YouTube
Build a Production Ready GraphQL API Using Python
PyCon US via YouTube
Web Development With A Python-backed Frontend - Featuring HTMX and Tailwind
PyCon US via YouTube