EuroPython Conference Courses

Attractive GUIs with PySimpleGUI

Learn to create attractive and functional GUIs with PySimpleGUI, bridging the gap between complex frameworks and limited design tools. Explore its design philosophy and practical applications.

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

Painless Machine Learning in Production

Discover strategies for efficient machine learning deployment, covering infrastructure, tooling, and best practices for managing the ML lifecycle in production environments.

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

Roadmap to an Open Source Artificial Pancreas & Diabetes Monitoring with Flask

Explore open-source solutions for continuous glucose monitoring in Type 1 Diabetes, including the artificial pancreas project and building a notifier for the Nightscout dashboard.

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

Train, Serve, Deploy - Story of a NLP Model ft. PyTorch, Docker, Uwsgi and Nginx

Learn to build, train, and deploy NLP translation models using PyTorch, Flask, Docker, uWSGI, and Nginx. Covers data preprocessing, model training, web app creation, containerization, and production serving techniques.

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

Taking Part in the Greatest Experiment in History

Explore innovative approaches to teaching Python to children, focusing on functions, modeling, and simulations. Discover curriculum development strategies and project-based learning techniques.

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

Speed Up Your Data Processing

Explore parallel and asynchronous programming techniques to optimize data processing pipelines, enhancing efficiency in data science workflows and overcoming common bottlenecks.

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

A Brief History of Jupyter Notebooks

Explore the evolution of Jupyter Notebooks, from early computational interfaces to modern collaborative tools. Discover key milestones, current ecosystem, and future developments in scientific programming environments.

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

Pluggable Architecture

Explore pluggable architecture principles through custom plugin system design. Learn interface creation, behavior integration, and testing techniques to extend third-party library functionality.

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

Django Clone From Scratch With Flask

Explore engineering Flask to mimic Django, diving into framework internals and development patterns. Learn to create a Django-like app with Flask, discussing benefits and challenges of both frameworks.

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

Bringing Your Python Script to More Users

Learn to transform Python scripts into user-friendly applications using CLI, GUI, and web interfaces. Explore techniques to make your code accessible and useful to a wider audience.

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

Radio Astronomy with Python

Explore radio astronomy using Python, focusing on redshift studies, galaxy distribution analysis, and machine learning techniques for processing large astronomical datasets.

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

Staying for the Community - Building Community in the Face of Covid-19

Explore strategies for building and maintaining tech communities during challenging times, focusing on resilience, adaptability, and mutual support in the face of global disruptions.

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

Effective Code Reviews

Discover the benefits and best practices of code reviews, enhancing product quality and team collaboration. Learn from real-world experiences to implement effective review processes in your organization.

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

IoTPy - Python + Streams + Agents for Streaming Applications

Explore IoTPy for building concurrent, non-terminating streaming applications in Python, leveraging existing libraries for data analysis and distributed systems.

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

Serverless 2.0 with Cloudstate.io - Stateful Functions with Python

Explore next-generation serverless computing with Cloudstate, addressing challenges in distributed state management and long-lived stateful services for event-driven systems.

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