EuroPython Conference Courses

Building and Deploying Fair and Unbiased ML Systems - An Art, Not Science

Explore effective practices for developing and deploying ethical, fair, and unbiased machine learning models in production, addressing challenges of data bias and model complexity.

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

Kindnesses & Promises

Explore how building applications and sharing libraries foster community and enjoyment in software development, with insights on maintaining the fun in collaborative coding.

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

A Quick Guide to Logging for Django Developers

Explore Python's logging module, its integration with Django, and techniques to enhance logging for efficient troubleshooting and debugging in web projects.

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

How Dunder Methods Rule Python Under the Hood

Explore Python's dunder methods, their functionality, and how they operate behind the scenes to enhance your understanding of the language's inner workings.

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

Upgrading Django - From Legacy to Latest

Practical tips and tricks for upgrading legacy Django projects to the latest version, ensuring smooth transitions and improved functionality for long-standing web applications.

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

Large Language Models - From Prototype to Production

Explore practical approaches for leveraging Large Language Models in NLP projects, from initial prototypes to successful production deployments, with insights on their impact and future potential.

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

CLI Application Development Made Easier with Typer

Discover Typer: the easiest way to create user-friendly command-line applications. Learn key features, structuring techniques, and effortless packaging for publishing your CLI tools.

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

BDD - How to Make It Work

Discover effective strategies for implementing Behaviour-Driven Development, moving beyond basic tool installation to achieve evergreen documentation and executable specifications.

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

The Needle and the Haystack - Visualizing Single Datapoints Out of Billions

Explore techniques for visualizing and interactively inspecting billions of datapoints using HoloViz ecosystem, overcoming limitations of traditional web-based tools for large datasets.

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

Serverless Billion-Scale Vector Search for AI Applications

Explore low-latency vector search on billion-scale datasets using LanceDB, an open-source solution for modern AI workflows like recommendation systems and LLM-based applications.

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

Temporal Python - A Durable, Distributed Asyncio Event Loop

Explore Temporal.io, an open-source platform enhancing asyncio with durability and distributed capabilities. Learn how it transforms fault-tolerant system design and implementation.

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

The State of Production Machine Learning in 2023

Explore challenges and solutions in production machine learning, focusing on reliability and scalability. Learn key concepts and recommended tools to tackle the increasing complexity of ML pipelines.

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

HPy - The Future of Python Native Extensions

Explore HPy, a new C extension API for Python that ensures compatibility across versions and implementations, with insights from porting NumPy to HPy.

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

Building Native Rust Modules for Python

Learn to create high-performance Rust modules for Python, exploring the basics of Rust and its integration with Python to enhance your code's efficiency and speed.

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

Bulletproof Python - Writing Fewer Tests with a Typed Code Base

Explore how a fully typed Python codebase can reduce the need for extensive testing, leveraging dependent types and exhaustiveness checking to enhance code reliability and efficiency.

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