EuroPython Conference Courses

The Optimal Wedding - With Pyomo

Explore mathematical optimization using Pyomo to solve complex seating arrangements, with applications in various fields. Learn to formulate, input data, and solve problems using open-source tools.

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

Writing a Python Web Framework in 2021

Explore modern Python web framework development, examining tools and libraries available in 2021 to create a framework suited for today's API and websocket-focused web landscape.

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

Tech for Good - Build the World You Want to Live In

Explore how technology can be leveraged for social good, featuring insights from organizations driving positive change through coding education and diversity initiatives in tech.

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

Designing Functional Data Pipelines for Reproducibility and Maintainability

Explore functional programming principles to build scalable, reproducible, and maintainable data pipelines in Python. Learn key concepts, design patterns, and practical applications for data-intensive projects.

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

Computational Complexity Theoretical Foundation on How Long Will Program Run

Explore computational complexity with 7-year-old programmer Kautilya Katariya. Learn time complexity, Big-O notation, and algorithm analysis through searching and sorting examples. Gain insights from the youngest Guinness World Record holder.

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

Connecting Communities - The Helmholtz Analytics Framework and the Making of Heat

Explore challenges and insights from uniting diverse academic fields for the Helmholtz Analytics Framework, focusing on HPC, Scientific Big Data, co-design, and Python integration.

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

Thoughts on the Future of Python

Explore Python's evolution, current state, and future prospects from a business perspective, focusing on enterprise applications and potential language improvements.

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

Sweeter Debugging and Benchmarking with Ycecream

Explore ycecream for enhanced Python debugging and benchmarking, featuring simplified variable printing, location tracking, and advanced timing functionalities.

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

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