EuroPython Conference Courses

Python for Arts, Humanities and Social Sciences

Discover how Python and data science tools can revolutionize research in arts, humanities, and social sciences. Learn practical tips for overcoming programming fears and applying data-driven methods to real-world problems.

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

Build Your Own Playlist Recommender System with Python Using Your GDPR Data

Learn to create a personalized playlist recommender system using Python and Spotify GDPR data. Analyze listening history, enrich with audio features, and rediscover forgotten favorites from your past.

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

Robyn - An Async Python Web Framework with a Rust Runtime

Explore Robyn, a high-performance async Python web framework with a Rust runtime. Learn its creation, technical decisions, performance benefits, and future plans for web app development.

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

When gRPC Met Python

Explore gRPC in Python: Learn about Protocol Buffers, build a basic gRPC service, and discover how to create communicating clients and servers for efficient, scalable distributed systems.

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

Maps with Django

Learn to create interactive web maps using Django's GeoDjango module, from simple Spatialite-based maps to complex PostGIS-powered solutions, without relying on external services.

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

Is the News Media Polarized? Or Are We Being Conditioned to Think It Is?

Explore the intersection of computer science and media bias analysis, examining perceived polarization in news through neural networks and SVMs, with surprising insights on mainstream media's impact.

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

Use Animated Charts to Present & Share Your Findings with Ipyvizzu

Learn to create engaging animated charts for data storytelling using ipyvizzu. Explore chart taxonomies, morphing engines, and best practices for impactful presentations.

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

Killer Robots Considered Harmful

Explore the technological, legal, and ethical aspects of autonomous weapons and automated targeting systems in military conflicts, examining their potential impacts and controversies.

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

A Tale of Two Kitchens - Hyper Modernizing Your Codebase

Discover techniques for modernizing legacy codebases, reducing technical debt, and streamlining development processes to enhance productivity and code quality.

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

Build-A-Database with Python

Unlock the inner workings of databases by building one from scratch using Python. Learn to create interfaces, implement data storage, and optimize performance with B-tree indexes.

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

Forget Mono vs. Multi-Repo - Building Centralized Git Workflows with Python

Discover a Python-based solution for unified Git workflows, transcending the mono vs. multi-repo debate and significantly enhancing CI/CD efficiency across all services.

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

Let's Talk About JWT

Explore JWT's history, structure, and security implications. Learn to create and validate tokens using PyJWT, understand access vs. ID tokens, and discover best practices for safe implementation.

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

Writing Faster Python 3

Learn practical techniques for optimizing Python code performance, including efficient data structures, built-in functions, and alternatives to loops, with real-world examples and benchmarks.

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

PyArrow and the Future of Data Analytics

Explore PyArrow's transformative impact on data analytics, covering its in-memory format, disk format, network protocol, dataframe library, and query engine integration with NumPy and Pandas.

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

Walk-through of Django Internals

Explore Django's inner workings, from request handling to ORM and server startup. Gain deep insights into the framework's structure and processes for better development and troubleshooting.

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