EuroPython Conference Courses

Using Python to Manage Software Bill of Materials

Learn to create and manage Software Bill of Materials (SBOMs) using Python, enhancing software security and compliance tracking in complex development environments.

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

Taking Charge of Your Race Conditions

Explore techniques for testing and managing race conditions in concurrent programming, focusing on Python tools and strategies to identify, reproduce, and resolve these challenging scenarios.

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

PySnooper - Never Use Print for Debugging Again

Discover PySnooper, a powerful debugging tool for Python. Learn to create code intelligence tools, make open-source projects viral, and explore alternative debugging solutions like PuDB.

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

What Happens When You Import a Module

Explore the intricate process of Python module imports, including file discovery, loading mechanisms, and customization options. Gain insights into finders, loaders, and the inner workings of this fundamental feature.

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

Property-Based Testing the Python Way

Explore property-based testing with Hypothesis in Python, comparing it to traditional approaches and learning when to apply this powerful technique for more robust software testing.

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

The Beginner’s Data Science Project Checklist

Aprenda dicas essenciais para projetos de ciência de dados, desde definição de requisitos até apresentação de resultados, com foco em reprodutibilidade, documentação e ferramentas Python úteis.

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

Elephants, Ibises and a More Pythonic Way to Work with Databases

Explore a Pythonic approach to database interactions using Ibis, comparing it with traditional SQL methods and showcasing its versatility across various database engines.

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

An Introduction to Apache TVM

Explore Apache TVM's Python API for deep learning model compilation. Learn installation, features, and practical applications for CPUs and microcontrollers through hands-on demos and examples.

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

My Journey Using Docker as a Development Tool

Explore Docker for Python development, from basic images to advanced techniques. Learn to dockerize a FastAPI service, manage dependencies, run tests, and optimize for production environments.

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

Managing the Code Quality of Your Project - Leave the Past Behind - Focus on New Code

Explore the "Clean as you code" approach for managing code quality in legacy projects, focusing on recent changes to improve deliverables incrementally while maintaining productivity.

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

From Pip to Poetry - Python Ways of Packaging and Publishing

Explore Python package management evolution, from pip to poetry. Learn to create, share, and publish packages efficiently, choosing the best tool for your needs.

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

Protocols in Python - Why You Need Them

Discover the power of Protocols in Python, their advantages over Abstract Base Classes, and how they can enhance your code quality and maintainability.

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

Code Coverage Through Unit Tests Running in Sub-Processes - Threads - Locally and Automated on GitHub

Learn to measure and improve code coverage for tests running in sub-processes/threads, locally and on GitHub. Explore techniques to enhance reliability and automate the process using CI tools.

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

How to Craft Awesome Machine Learning Demos with Python

Learn to create interactive Machine Learning demos using Python, Gradio, and Streamlit. Discover how to craft engaging interfaces and share your models with both ML experts and novices.

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

Dodging AI Dystopia - You Can't Save the World Alone

Explore strategies to prevent AI dystopia in EU systems. Learn about legal and ethical frameworks to guide responsible AI development and implementation in critical sectors.

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