PyCon US Courses

Function Dissection Lab - Learn How Functions Work

Explore Python function internals, including argument handling, variable scoping, and bytecode. Gain deeper understanding of function objects and their attributes.

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

The Joy of Creating Art with Code

Explore the fusion of art and code through generative algorithms, creating autonomous aesthetic forms using Processing and PyCairo. Learn about randomness, shapes, and advanced techniques like fractals and genetic algorithms.

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

Write Less and Test More with Data Regression Testing

Explore data regression testing with pytest-regressions to enhance test completeness for complex data structures, simplifying testing of datasets, objects, and APIs.

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

Building Interactive Applications for Image Data

Interactive Python tools for image processing, combining Dash for web apps and scikit-image for advanced algorithms. Explore, annotate, and analyze scientific and business images efficiently.

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

Python in High Energy Physics

Explore Python's growing role in High Energy Physics, from its adoption and key libraries to its impact on data analysis and machine learning in particle physics research.

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

Using Python to Detect Vulnerabilities in Binaries

Explore Python-based CVE Binary Tool for detecting software vulnerabilities. Learn its functionality, usage, and contribute to enhancing cybersecurity for all.

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

A Guide to Unicode

Demystifying Unicode: Learn its history, concepts, and practical implementation in Python, including handling text, encodings, and special characters.

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

Si no está documentado, su proyecto no existe.

Explora la importancia de la documentación en proyectos Python, tipos de documentación y herramientas para crearla y mantenerla eficazmente, mejorando la adopción y usabilidad del software.

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

Charla: Detección automatizada de archivos maliciosos en el repositorio PyPI

Detección automatizada de malware en PyPI: vectores de ataque, sistema de detección integrado, tipos de chequeos implementados y cómo combatir amenazas en el repositorio.

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

Goodbye Print, Hello Debugger

Discover powerful debugging techniques beyond print statements. Learn to use command-line and graphical debuggers to examine program state, modify variables, and efficiently troubleshoot complex code situations.

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

Deploying Django on Serverless Infrastructure

Learn to deploy a Django project on serverless infrastructure using Google Cloud Platform. Covers manual deployment, database setup, media storage, secrets management, and automation techniques.

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

Effective Data Visualization

Learn advanced data visualization techniques using Python libraries to effectively communicate complex data across various fields, from choosing plots to aesthetic decisions.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Conference Talk

Say It with Bots

Learn to build a GitHub bot that greets contributors, using Python libraries like gidgethub and asyncio. Create an app that thanks maintainers and first-time contributors, enhancing project engagement.

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

Natural Language Processing in Python - From Zero to Hero

Comprehensive introduction to NLP in Python, covering traditional approaches, advanced concepts, and state-of-the-art language models. Includes practical applications and performance-boosting techniques.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Conference Talk

Machine Learning on Encrypted Data with CrypTen

Learn to develop machine learning models on encrypted data using CrypTen, a PyTorch-based framework for secure computing. Explore feature aggregation, data labeling, dataset augmentation, and model hiding techniques.

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