EuroPython Conference Courses

Learn from LL-1 to PEG Parser the Hard Way

Explore parser evolution from LL(1) to PEG, covering compiler fundamentals, traditional techniques, and CPython's implementation. Gain insights into parsing concepts and their practical applications.

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

Heartbeats for Hackers

Explore electrocardiography, from heart basics to building an ECG with Arduino. Learn data analysis and machine learning techniques for heart data interpretation.

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

Protecting Your Machine Learning Against Drift - An Introduction

Introduction to detecting and protecting against machine learning model drift, covering statistical methods, offline and online detection strategies, and practical implementation using alibi-detect library.

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

Build Your First Cyber Forensic Application Using Python

Learn to develop a cyber forensic application using Python, covering digital crime investigation, evidence collection, and key modules for forensic tasks. Gain hands-on experience through code walkthroughs and practical demonstrations.

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

From Telemetry Data to CSVs with Python, Spark and Azure Databricks

Transforming industrial telemetry data into CSV format using Python, Spark, and Azure Databricks for analytics and AI model retraining in the context of Industry 4.0.

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

Create Beautiful and Localized Documentations and Websites Using MkDocs + Github

Learn to create stunning, multilingual documentation and websites using MkDocs and Github Pages. Discover new features, localization support, and best practices for building feature-rich content.

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

Introducing Asynchronous SQLAlchemy

Explore SQLAlchemy's new asyncio support, including AsyncEngine setup, avoiding pitfalls, and using synchronous functions in async contexts. Ideal for developers with ORM and asyncio experience.

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

DIY Home Automation with Microcontrollers and CircuitPython

Explore DIY home automation using microcontrollers and CircuitPython. Learn key concepts, use emulators, and see real projects like a robot cleaner and plant monitoring system.

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

Functional Programming Inside OOP - It’s Possible With Python

Explore functional programming concepts in Python, including pure functions, side effects, and decorators. Learn to implement functional patterns for robust, concise, and easily testable code.

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

Virtual Tourism in COVID Times

Explore building an interactive dashboard using Python to relive past travels during lockdown. Learn data processing, visualization, and integration of external sources for a personalized virtual tourism experience.

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

Why You Always Had Trouble Understanding Metaclasses

Explore how misleading terminology in programming can lead to confusion, using metaclasses and AI as examples. Learn the importance of clear naming for better understanding.

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

Towards a Sustainable Solution to Open Source Sustainability

Exploring strategies for open source sustainability, from donation-based models to helping companies understand the business value of contributing to open source projects.

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

Nobody Expects the Spanish Inquisition

Explore the fascinating world of Python development, including insider stories, bug battles, and unexpected challenges faced by the core team.

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

Django with PostgreSQL Superpowers

Explore PostgreSQL's exclusive features and superpowers in Django projects, leveraging built-in contrib modules and third-party packages for enhanced database functionality.

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

Innovation in the Newsroom

Explore BBC News Labs' innovative approach to enriching digital output using Python and AWS, focusing on extracting detailed information from TV and radio programme running orders.

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