EuroPython Conference Courses

Migrating Codebases with Millions of Modules from Python 2 to Python 3

Discover techniques and tools for migrating massive Python codebases from version 2 to 3, focusing on scoping, planning, execution at scale, and cross-team collaboration.

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

Why Transformers Work

Explore the inner workings of transformers in machine learning, their advantages over RNNs, and applications in NLP and dialogue handling, with live demos and clear explanations.

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

ScanAPI

Explore ScanAPI, an open-source tool for creating integration tests for REST APIs. Learn its motivations, problem-solving capabilities, implementation, and future developments.

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

Meditations on First Deployment - A Practical Guide to Responsible Development

Explore responsible software development practices, ethical considerations, and industry standards for deploying critical infrastructure. Learn to tackle complex challenges and ensure alignment with first principles.

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

Building Quantum Applications with D-Wave's Leap

Explore quantum application development using D-Wave's Leap 2 cloud service and Ocean SDK. Learn to code on quantum computers and discover early applications across various industries.

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

Python Memory Management 101

Explore Python's memory allocation, garbage collection, and reference counting. Learn to configure the gc module and implement best practices for efficient memory management.

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

Probabilistic Forecasting with DeepAR and AWS SageMaker

Explore probabilistic forecasting with DeepAR, combining deep learning and time series analysis for accurate predictions with uncertainty estimates across multiple related datasets.

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

HTTP - 3 – Why Should I Care?

Explore HTTP/3 and QUIC protocol: advantages, disadvantages, and current implementations. Learn how this new technology improves performance, increases privacy, and may revolutionize web communication.

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

API-Schema-Based Testing with Schemathesis

Explore property-based API testing using schemathesis to automatically generate test scenarios from API schemas, enhancing test coverage and efficiency for web projects.

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

The Hitchhiker's Guide to CLIs in Python

Explore the history and anatomy of command-line interfaces, discover Python packages for CLI creation, and learn to build, package, and publish your own CLI using Click.

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

Python Table Manners - Cut the Cookie Gracefully

Discover essential Python tools for efficient software engineering, covering dependency management, testing, style checks, task automation, and security. Enhance your development workflow with practical insights.

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

Writing and Scaling Collaborative Data Pipelines with Kedro

Discover how Kedro framework facilitates collaboration between data scientists and engineers, enabling scalable and sustainable data pipelines while balancing flexibility and stability.

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

Speak Python with Devices

Explore controlling hardware devices with Python, expanding your skillset beyond data analysis and web development. Learn practical applications for IoT and infrastructure automation.

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

Writing Clean Abstractions

Learn to create clean, extendable, and scalable abstractions in programming. Explore strong vs. weak abstractions, design patterns, and best practices through interactive examples and real-world case studies.

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

gRPC Python, C Extensions, and AsyncIO

Explore gRPC Python's C extensions and AsyncIO implementation, covering Cython usage, GIL challenges, non-blocking I/O solutions, and performance improvements for efficient asynchronous programming.

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