PyCon US Courses

Detecting Honeybee Swarms Using the Integration of OpenCV, Pandas, AI, and PyTorch

1 rating

Discover how to build a solar-powered Raspberry Pi system that monitors honeybee hives using OpenCV, PyTorch, and Pandas to detect swarms and prevent hive loss through real-time analysis.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

No More Raw SQL - SQLAlchemy, ORMs and Asyncio

1 rating

Learn to simplify database management using SQLAlchemy's ORM system and asyncio extension. Discover how to leverage these tools for efficient data synchronization in async services.

• YouTube
• 1 hour 58 minutes
• Self-Paced
• Free Video

Geospatial Validations Using FastAPI and PostGIS

1 rating

Explore geospatial data integration in web app backends using PostGIS and FastAPI. Learn to leverage geodata for custom validations and efficient processing without complex analysis tools.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

The Past, Present, and Future of Virtual Environments

Explore Python virtual environments' evolution from 2004 origins to modern automated workflows, examining imperative vs declarative management and future IDE improvements.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Taming File Zoos - Data Science with DuckDB Database Files

Discover how DuckDB transforms chaotic data file management into streamlined workflows, enabling efficient reading, writing, and organizing of CSV, Parquet, JSON files with Python integration.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Processing Large JSON Files Without Running Out of Memory

Master memory-efficient JSON processing in Python to handle large files without crashes or high cloud costs through streaming, selective loading, and alternative formats.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Attestations - A New Generation of Signatures on PyPI

Discover PyPI's revolutionary attestation system that solves package signing challenges through PEP 740, enabling secure end-to-end verification without complex cryptography management.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Looking at Audio - Building PyScript Programs for Sound Visualization

Explore audio visualization techniques using PyScript and WebGL to create real-time sound displays through amplitude measurement and frequency spectrum analysis.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

You Can and Should Build XKCD's Sky Alarm for Cool Space Things

Discover how to build XKCD's "Sky Alarm" using Circuit Python to create alerts for cool space events and environmental sensors without soldering expertise.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Missing the Apex - Predicting F1 Races with Python

Discover how to predict Formula 1 race outcomes using Python through web scraping, data wrangling, and statistical analysis of evolving track data throughout race weekends.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

How to Build a Cross-Platform Graphical User Interface with Python

Master cross-platform GUI development using Python and BeeWare tools to create native applications for desktop, mobile, and web without code changes.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

A PEP Talk - Adventures in Account Recovery, PEP 541, and More As the Inaugural PyPI Support Specialist

Discover PyPI support challenges, account recovery processes, PEP 541 implementation, and ecosystem security improvements from the inaugural PyPI Support Specialist's experience.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Lightning Talks - May 17, 2025

Discover diverse Python topics in rapid-fire 5-minute lightning talks covering techniques, projects, and insights from the Python community.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Rust + Python = Poder Ilimitado: Introducción a PyO3

Descubre cómo combinar la velocidad de Rust con la flexibilidad de Python utilizando PyO3, creando bibliotecas optimizadas que se integran perfectamente en aplicaciones Python.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Scale Smarter, Not Harder, with cuPyNumeric

Discover how cuPyNumeric enables seamless scaling of NumPy code across CPUs and GPUs, offering a familiar interface for distributed computing while maintaining productivity and performance for data-intensive scientific applications.

• YouTube
• 25 minutes
• Self-Paced
• Free Video