EuroPython Conference Courses

We Have Nearly One Million Lines of Python 2 Code in Production – And Now?

Strategies and experiences for migrating large Python 2 codebases to Python 3, using a real-world case study of a CMS with nearly one million lines of code. Practical insights for successful migration projects.

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

Ray - A System for High-performance, Distributed Python Applications

Ray: open-source framework for scaling Python applications from laptop to cluster, solving performance challenges in ML/AI systems. Learn its features, use cases, and how it compares to alternatives.

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

Writing Extensions and Bindings for GPU Made Easy

Learn to optimize deep learning computations by writing custom C and CUDA extensions for GPU, with a focus on image search across billions of items and seamless integration with Python codebases.

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

Painting with GANs - Challenges and Technicalities of Neural Style Transfer

Explore Neural Style Transfer using GANs, including challenges, technicalities, and applications in gaming, fashion, and mobile apps. Learn about loss functions and see code examples.

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

Machine Learning for Everyone

Discover the essentials of machine learning, neural networks, and reinforcement learning in this engaging talk. Gain practical insights and witness a mind-blowing demo to kickstart your ML journey.

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

IPython - The Productivity Booster

Discover IPython's power for rapid development, including magic commands, external processes, and integration with existing tools. Learn popular extensions and configuration hacks applicable to Jupyter.

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

Flasync Await

Explore async programming in Python, focusing on its benefits for web applications. Learn to transform Flask apps to Sanic, with tips on measuring, monitoring, and testing async code.

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

Resurrecting a Django Project in Python 2.7 for 3.8

Explore the process of reviving and updating a Django project from Python 2.7 to 3.8, focusing on challenges, solutions, and best practices for modernizing legacy code.

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

Live-Coding a Music Synthesizer

Live-coding session using NumPy and SoundDevice to create realistic instrument sounds with math. Gradually build a synthesizer from simple sine waves to playing classical music, while exploring music theory concepts.

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

Object Internals

Explore Python's object internals, memory management, and data structure behavior. Gain insights into mutability, copying, sorting, and memory allocation for improved code understanding and optimization.

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

Deceptive Security Using Python

Explore deceptive security techniques using Python, including WebTrap and DemonHunter tools. Learn how to implement machine learning for XPath injection attack mitigation in web services.

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

Simulation of Logistic Systems in Python with Salabim

Explore discrete event simulation for logistics using salabim, an open-source Python package. Learn to model complex systems with advanced animation and statistical features.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Conference Talk

Real Time Stream Processing for Machine Learning at Massive Scale

Practical insights on building scalable data streaming ML pipelines for real-time processing using Python, Kafka, SpaCy, and Seldon. Covers key concepts and best practices through a Reddit comment moderation case study.

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

Decision Science with Probabilistic Programming

Explore generative models and probabilistic programming for decision-making under uncertainty, integrating with robust optimization techniques to enhance business strategies.

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

Boosting Simulation Performance with Python

Explore discrete-event simulation for robotics, boosting performance and determinism. Learn to overcome challenges in event-driven systems and distributed simulations for faster development and testing cycles.

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