EuroPython Conference Courses

The Challenges of Maintaining a Popular Open-Source Project

Insight into maintaining popular open-source projects, discussing challenges, community support, and personal growth. Explores balancing responsibilities, setting expectations, and fostering a healthy FOSS ecosystem.

• YouTube
• 41 minutes
• Self-Paced
• Conference Talk

System Testing with Pytest, Docker, and Flask

Learn to combine Pytest fixtures with Docker for high-level integration testing of microservices, and embed mock web services using Flask to control and verify system component interactions.

• YouTube
• 34 minutes
• Self-Paced
• Conference Talk

Python 3 - Ten Years Later

Explore Python 3's evolution over a decade, including language improvements, performance gains, and transition challenges. Learn about key updates and future directions for Python development.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

Addressing Multithreading and Multiprocessing in Transparent and Pythonic Ways

Explore advanced Python techniques for efficient multithreading and multiprocessing, including GIL management, static multiprocessing, and thread pool control for optimal performance on multi-core systems.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

A Tale of Refactoring

Explore a practical approach to refactoring large, complex functions using Python's dynamic features, improving code maintainability and performance through real-world examples.

• YouTube
• 52 minutes
• Self-Paced
• Conference Talk

Exploring the Python AST Ecosystem

Dive into Python's abstract syntax tree ecosystem, exploring tools for visualization, creation, and transformation. Learn practical applications in static analysis and metaprogramming for enhanced code manipulation.

• YouTube
• 47 minutes
• Self-Paced
• Conference Talk

Productionizing Your ML Code Seamlessly

Learn to seamlessly transition ML code from experimental notebooks to production, focusing on development workflows, reliable deployment, and long-term maintenance for valuable insights and predictions.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

Help Us Build the Next Edition

Discover how to contribute to EuroPython's organization, learn about the workgroup model, and find opportunities to help shape the next conference edition.

• YouTube
• 17 minutes
• Self-Paced
• Conference Talk

Trust Me, I'm a Data Scientist - Ethics for Builders of Data-Based Applications

Explore ethical pitfalls in data science through a practical example, covering algorithmic fairness, model interpretability, and handling minority classes in AI applications.

• YouTube
• 25 minutes
• Self-Paced
• Conference Talk

Easy Interactive Data Applications with Dash

Learn to create interactive dashboards and web data applications using Plotly Dash, a Python framework. Discover how to build a small interactive web app with Twitch API data, using only Python.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

Python Software Foundation Session

Explore the Python Software Foundation's role, activities, and future plans in supporting the global Python community through events, grants, and organizational initiatives.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Creating a Culture of Software Craftsmanship

Explore strategies to manage software complexity, prevent common pitfalls, and foster a culture of craftsmanship for sustainable development and improved project outcomes.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Writing Good Error Messages

Learn to craft clear, actionable error messages for better code readability and user experience. Explore common pitfalls and effective techniques for writing informative error messages in Python.

• YouTube
• 33 minutes
• Self-Paced
• Conference Talk

Processing Geodata Using Python and Open Source Modules

Learn to analyze, manipulate, and visualize geospatial data using Python and open-source modules like Shapely, Fiona, rasterio, and GeoPandas. Explore vector and raster data handling, spatial reference systems, and map creation.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

Debugging Your Code with Data Visualization

Explore debugging techniques using data visualization tools to understand complex code behavior, illustrated with real-world examples from AWS CLI and boto3 development.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk