PyCon US Courses

Automate the Boring Stuff with Slackbot

Automate repetitive tasks with a Slackbot using Python. Learn to create and integrate a chatbot for various operations, including API interactions and data management.

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

Leadership and Identity in the Pan-African Python Movement

Exploring leadership, identity, and inclusivity in the Pan-African Python community, with insights on fostering diversity and shaping the future of tech leadership.

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

How I Solved My NYC Parking Problem with Python

Learn how Python, Twilio, and Twitter API were used to create an automated system for NYC alternate side parking notifications, saving time and effort in daily car management.

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

Implementing Ethics - Developing Trustworthy AI

Discover a UX framework for developing ethical AI systems that are accountable, de-risked, respectful, secure, honest, and usable. Learn practical steps to implement ethics in AI development.

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

Small Big Data - Using NumPy and Pandas When Your Data Doesn't Fit in Memory

Techniques for processing data too big for memory but too small for Big Data clusters, using NumPy and Pandas: compression, batching, and indexing for efficient data handling.

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

Snakes in a Case - Packaging Python Apps for Distribution

Learn to package and distribute Python apps across multiple platforms using Briefcase. Discover how to create native installers for desktop and mobile, simplifying the sharing process for your Python projects.

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

Yin Yang Ranch - Building a Distributed Computer Vision Pipeline Using Python

Explore building a distributed computer vision system for farm management using Python, OpenCV, and ZMQ. Learn about image processing, sensor integration, and IoT network development for agricultural applications.

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

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

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