PyCon US Courses

Charla: Eric Nahuel Horvat - Integraciones con Asyncio

Aprende a integrar múltiples lenguajes en un software principal utilizando Python 3 y asyncio. Descubre cómo simplificar el asincronismo y las integraciones en tus proyectos de desarrollo.

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

Geospatial Public Policy Analysis with GeoPandas

Analyze US higher education institutions using GeoPandas, exploring education deserts and equity implications through hands-on data analysis with NCES and IPEDS datasets.

• YouTube
• 3 hours 59 minutes
• On-Demand
• Conference Talk

Decoding Bias and Narrative in Competitive Video Games

Explore video analysis of Overwatch eSports broadcasts to uncover biases and narratives in competitive gaming, examining player focus and storytelling techniques.

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

Type Hints - Putting More Buzz in Your Fizz

Explore type hints in Python, from basics to complex structures. Learn debugging techniques, class definitions, and library stubs. Enhance code quality and confidence through practical examples.

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

Python Concurrency - From Beginner to Pro

Comprehensive guide to Python concurrency, covering processes, threads, modules, race conditions, and the GIL. Includes coding examples and activities to build a multithreaded and multiprocessing web server.

• YouTube
• 2 hours 57 minutes
• On-Demand
• Conference Talk

From Project to Productionized on Heroku

Learn to deploy Django apps on Heroku: from development to production. Covers 12 Factor apps, configuration, collaboration, debugging, and essential Heroku tools for a smooth deployment process.

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

Multiply Your Testing Effectiveness with Parameterized Testing

Explore pytest parametrization techniques to enhance testing efficiency, covering multiple test cases with a single function and simplifying test maintenance.

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

From 0 to 60 in 2,592,000 Seconds

Discover strategies for creating an effective and scalable onboarding process for new engineers, ensuring quick integration and fair treatment within the team.

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

Docker and Python - Making Them Play Nicely and Securely for Data Science and ML

Docker best practices for data science and machine learning: optimizing image builds, ensuring security, and implementing efficient deployment workflows for data-intensive applications.

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

How Multilingual Is Your NLP Model?

Explore multilingual NLP challenges, language identification techniques, and BERT's capabilities for handling diverse linguistic data in the evolving landscape of global communication.

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

Practical Privacy-Preserving Machine Learning in Python

Explore privacy-preserving machine learning techniques in Python, including federated learning and encrypted data algorithms, to build accurate models while protecting user privacy.

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

How to Build an Intelligent Indoor Garden

Learn to create an automated indoor garden system using sensors, microcontrollers, and CircuitPython. Explore web app development, Raspberry Pi setup, and IoT data analysis for plant care automation.

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

Big O No - Django ORM Runtime Complexity and How to Avoid It Using LATERAL JOINS

Optimize Django ORM queries using SQL aggregations and LATERAL JOINs to solve N+1 query problems and improve performance in complex data retrieval scenarios, especially for GraphQL and REST APIs.

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

The Limitations and Danger of Facial Recognition

Explores ethical concerns, biases, and societal impacts of facial recognition technology, emphasizing the need for responsible development and deployment in various applications.

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

If Statements Are a Code Smell

Explore techniques to replace complex conditional logic with simple Python classes, improving code readability and maintainability through object-oriented principles and polymorphism.

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