EuroPython Conference Courses

The Joy of Creating Art with Code

1 rating

Explore generative art using Python, Processing, PyCairo, and webGL. Learn to create aesthetic visuals with algorithms, geometric patterns, and mathematical functions.

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

Probabilistic Programming in Python

1 rating

Learn probabilistic programming in Python using PyMC3 for flexible statistical modeling, automated parameter estimation, and uncertainty quantification in data science and scientific research.

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

State-of-the-Art Image Generation for the Masses with Diffusers

1 rating

Explore open-source Diffusers library for fast, high-quality image and video generation. Learn applications in inpainting, editing, and scene composition using diffusion models.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Earth Observation through Large Vision Models

1 rating

Explore Earth observation using large vision models for infrastructure planning and disaster response. Learn to access satellite datasets, fine-tune models, and apply zero-shot classification and image translation techniques.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Flying Free - Data Analysis with Python for Aeronautical Planning

1 rating

Discover how Python transforms flight planning by automating passenger predictions and optimizing aeronautical operations for safer, more efficient aviation management.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Leadership of Technical Teams

1 rating

Insights on leading technical teams: authority sources, priorities, leadership styles, and process management. Suitable for aspiring and experienced leaders in tech environments.

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

AI for Content Moderation at PayPal

1 rating

Explore AI-driven content moderation strategies at PayPal, covering challenges, datasets, pre-trained models, and multi-language support for tackling hate speech and toxic content online.

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

Building C-Apps on Python

1 rating

Explore techniques for integrating C and Python to create powerful, high-performance applications with enhanced functionality and speed.

• YouTube
• 50 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