PyCon US Courses

Beautiful Python Refactoring

Discover techniques for elegant Python refactoring, transforming verbose code into concise, expressive solutions. Learn to identify anti-patterns and create more declarative implementations.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

Comprehensible Comprehensions

Demystifying Python list comprehensions: learn when, why, and how to use them effectively. Explore set and dictionary comprehensions, generator expressions, and best practices for readability and appropriate usage.

• YouTube
• 33 minutes
• On-Demand
• Conference Talk

Ray - A System for High-performance, Distributed Python Applications

Explore Ray, an open-source framework for scaling Python applications from laptops to clusters, focusing on ML/AI performance challenges and its key features for distributed computing.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk

Developing With Doctests - Using Xdoctest As A Backend

Explore doctests for embedding examples in docstrings, learn about Xdoctest as an alternative to Python's builtin module, and discover how to enhance test-driven development with interactive code demos.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

Demystifying Deep Learning for Data Scientists

Uncover the inner workings of deep learning frameworks and gain foundational knowledge to confidently implement models in any framework of your choice.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Conference Talk

East Meets West When Translating Django Apps

Aprenda a traduzir aplicativos Django para vários idiomas, incluindo detecção de idioma, roteamento de URL, arquivos de tradução e marcação de strings. Inclui dicas para traduzir o site de administração do Django.

• YouTube
• 29 minutes
• On-Demand
• Conference Talk

Charla: Luis Diego Conejo Alpizar - Historias de debug en clase de Python Avanzado

Experiencias de depuración en clases de Python avanzado: cuatro casos intrigantes y sus soluciones, compartidos por un instructor de la Universidad de Washington.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk

How Python Powers Salesforce.org's Unique Open Source Model

Explore how Python and open source tools drive Salesforce.org's development, enabling community-built solutions for nonprofits and education. Learn to integrate Python apps with Salesforce's CRM platform.

• YouTube
• 1 hour 55 minutes
• On-Demand
• Conference Talk

Why Is Python Slow?

Explore Python's performance, comparing it to other languages, and learn optimization techniques and future improvements for faster execution.

• YouTube
• 33 minutes
• On-Demand
• Conference Talk

GPU-Accelerated Data Analytics in Python

Explore GPU-accelerated data analytics using RAPIDS libraries in Python. Learn ETL, machine learning, graph analytics, and more with familiar APIs for faster computation and model iteration.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Conference Talk

Sorry, Could You Repeat That Again? - Speech Recognition with Python

Explore speech recognition systems and develop an isolated word recognition system in Python, with insights into real-world applications and advanced techniques.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

A Careful Walk Through Probability Distributions, Using Python

Explore probability distributions using Python, demystifying key concepts like sampling, joint, conditional, and marginal distributions for a solid foundation in Bayesian statistics.

• YouTube
• 19 minutes
• On-Demand
• Conference Talk

Migration from Python 2 to 3

Learn strategies for migrating Python 2 code to Python 3, focusing on writing single-source programs compatible with both versions using python-future. Gain practical skills for a smooth transition.

• YouTube
• 2 hours 38 minutes
• On-Demand
• Conference Talk

Introduction to Decorators - Power Up Your Python Code

Explore Python decorators: enhance code functionality, improve efficiency, and add capabilities with ease. Learn to create and apply decorators for more powerful and flexible programming.

• YouTube
• 3 hours 21 minutes
• On-Demand
• Conference Talk

Deploying Python at Scale with Dask

Explore scaling Python with Dask on distributed systems, focusing on deployment challenges and solutions for cluster resource managers like Kubernetes, Yarn, and cloud platforms.

• YouTube
• 25 minutes
• On-Demand
• Conference Talk