EuroPython Conference Courses

Building Reproducible Distributed Applications at Scale

Explore challenges and solutions for packaging Python code in distributed computing environments, focusing on shipping methods, pickling, self-contained executables, and real-world examples with PySpark and S3 storage.

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

Advanced Infrastructure Management in Kubernetes Using Python

Explore automating Kubernetes infrastructure management using Python, focusing on creating a Celery Operator to streamline cluster setup, configuration, and autoscaling in production environments.

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

30 Golden Rules of Deep Learning Performance

Discover 30 essential guidelines for optimizing deep learning models, enhancing performance, and achieving better results in AI and machine learning projects.

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

Building the Perfect Personalised Menu Using Python

Explore how Gousto uses Python for menu planning optimization and personalized recommendations, leveraging genetic algorithms and graph databases to enhance customer experience and operational efficiency.

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

The Phantom of Radon

Explore open-source Python library for image reconstruction in Axial Computed Tomography using Radon transforms. Learn about mathematical phantoms, sinograms, and reconstruction algorithms.

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

There's a Snake in the Birdhouse!

Discover strategies for introducing Python in non-Python workplaces, from initial steps to building a Pythonic culture. Learn from real experiences to successfully implement Python in your company.

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

How to Avoid Becoming a 10x Engineer

Humorous exploration of misconceptions about becoming a better programmer, debunking myths and offering insights on genuine ways to improve coding skills.

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

Digital Transformation in the Fight Against Coronavirus

Explore how Goiás state in Brazil leveraged digital transformation and machine learning to enhance public services and information dissemination during the COVID-19 pandemic.

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

Tests That -Almost- Write Themselves

Explore Golden Master Testing for legacy systems and data processing programs. Learn techniques to implement, process outputs, and identify relevant differences in Python.

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

Everything You Know About MongoDB is Wrong

Debunking MongoDB myths: ACID compliance, transactions, schemas, security, and best practices for development. Insights into MongoDB's evolution and current capabilities.

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

Creating the Next Generations of Billionaires - Part 2

Explore successful strategies for teaching Python programming to young students, focusing on methodologies, outcomes, and challenges in a UK secondary school case study.

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

Overcoming Access Control in Web APIs

Explore strategies for securing web APIs, including JWT implementation, browser storage best practices, and structured scopes for access control. Learn to overcome security challenges in modern web development.

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

How to Sort Anything

Explore advanced sorting techniques in Python, from built-in functions to custom sorting methods. Learn to efficiently sort complex data structures and create sortable custom classes.

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

Interactive Mapmaking with Python

Explore interactive mapmaking using Python and GeoDataframes. Learn to create visually appealing maps with libraries like Folium, Kepler.gl, and Plotly, and discover Geopatra for simplified geodata visualization.

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

Cultivating a Culture of Creativity, Collaboration, and Captainship

Discover strategies to foster creativity, collaboration, and ownership in your organization. Learn to transform team dynamics, improve communication, and develop leaders for achieving extraordinary results.

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