EuroPython Conference Courses

Solving Multi-Objective Constrained Optimisation Problems Using Pymoo

Explore Pymoo, an open-source Python framework for solving complex optimization problems with multiple objectives and constraints, featuring state-of-the-art algorithms and post-performance analysis tools.

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

Apache Spark vs Cloud-Native SQL Engines

Opinionated comparison of Apache Spark and cloud-native SQL engines, exploring their strengths, use cases, and complementary nature for data processing and business intelligence tasks.

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

Rust for Python Data Engineers

Explore how Rust can enhance data engineering workflows, offering improved performance and safety. Learn about Rust's ecosystem for data processing, databases, and scientific computing to build scalable systems.

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

Adding Zero-Downtime Migrations Strategy in a SaaS Project

Learn techniques for implementing zero-downtime database migrations in SaaS projects, ensuring smooth updates without service interruptions while handling large-scale client databases.

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

Robot Holmes and The MLington Murder Mysteries

Explore the world of Vision-Language AI through a detective story, uncovering recent developments and key players in this rapidly growing field of machine learning.

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

Poisoned Pickles Make You Ill

Explore the risks of using pickle for ML model serialization and learn effective strategies to protect against potential attacks and vulnerabilities in data science pipelines.

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