EuroPython Conference Courses

Game Theory to the Rescue When Hard Decisions Are to Be Made

Explore how game theory can aid in complex decision-making, particularly for data matching in accounting, using mathematical models to optimize outcomes in challenging scenarios.

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

Per Python ad Astra

Explore astrodynamics with poliastro, a Python library for computing orbital maneuvers and plotting trajectories. Learn about JIT compiling and the role of open source in space exploration.

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

Lessons Learned After 190 Million Lessons Served

Insights on scaling online education: processes, organization, technology, and people management for serving millions of students and thousands of courses and teachers.

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

Get in Control of Your Workflows with Airflow

Learn to control workflows using Airflow, an open-source Python package. Discover how to define workflows, extend functionality with plugins, and gain insights from real-world applications.

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

Publish Your Code So Others Can Use It in 5 Easy Steps

Learn to publish Python code effectively with tools like GitHub, Travis CI, and PyPI, enhancing usability and collaboration potential for your open-source projects.

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

Query Embeddings - Web Scale Search Powered by Deep Learning and Python

Explore query embeddings in web-scale search using deep learning and Python. Learn about unsupervised techniques, vector representations, and efficient retrieval systems for improved search engine performance.

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

Effective Code Review

Explore effective code review techniques, focusing on knowledge transfer, team awareness, and finding alternative solutions. Learn to foster open discussions and improve the review process for both authors and reviewers.

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

Designing a Pythonic Interface

Explore Pythonic interface design principles for complex systems, focusing on creating user-friendly abstractions while maintaining full functionality and familiarity with Python conventions.

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

The Joy of Simulation - For Fun and Profit

Explore the power of simulation in Python for diverse applications, from generating song lyrics to optimizing casino strategies and analyzing Lego investments. Learn practical, fun techniques without complex math.

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

Writing Faster Python

Learn techniques to optimize Python code performance, including profiling, efficient data structures, and best practices for faster execution without compromising readability.

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

Conda - Easier Installs and Simpler Builds

Explore Conda: a cross-platform package manager for Python and other languages. Learn installation, environment management, and package building for improved productivity.

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

Rediscovering Python's Regular Expressions

Explore Python's regular expressions module, uncovering hidden features, inner workings, and performance implications. Gain deeper understanding of this powerful tool for text pattern matching and manipulation.

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

Automate, Contribute, Repeat

Discover how Ansible simplifies deployment and automation, freeing time for music creation at Ableton. Learn about its versatility, ease of use, and opportunities for open-source contributions.

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

How to Improve Your Diet and Save Money with Python

Learn to optimize your diet and budget using Python's Pyomo library. Explore mathematical programming concepts and solve real-world problems like meal planning at fast food restaurants.

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

Salting Things Up in the DevOps' World - Things Just Got Real

Explore advanced SaltStack features for DevOps, including Salt Mine, Syndic, Reactor, Event System, Beacons, and API. Gain insights to enhance configuration management and automation workflows.

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