EuroPython Conference Courses

How to Setup a New Python Project

Learn best practices for structuring Python projects, configuring setup.py, and using tools like Git and Versioneer for efficient development and version control.

• YouTube
• 25 minutes
• On-Demand
• Conference Talk

Traversing Mazes the Pythonic Way and Other Algorithmic Adventures

Explore graph algorithms through a Pythonic lens, focusing on maze traversal, efficient representations, and problem-solving techniques like backtracking and dynamic programming.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

Extending Scikit-Learn with Your Own Regressor

Learn to extend Scikit-Learn by implementing a robust Theil-Sen estimator, exploring its advantages over ordinary least squares and understanding Scikit-Learn's design and contribution process.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk

Cutting-Edge APIs Using Hypermedia at BSkyB

Explore hypermedia-enabled APIs, their implementation using Flask and HAL, and the scalability benefits for expanding businesses. Compare with traditional APIs and learn practical advantages.

• YouTube
• 33 minutes
• On-Demand
• Conference Talk

Scalable Realtime Architectures in Python

Explore scalable realtime architectures using Python with Storm, Kafka, and ZooKeeper. Learn about partitioning, retries, and idempotence for building robust, fault-tolerant systems that process continuous data streams.

• YouTube
• 29 minutes
• On-Demand
• Conference Talk

Extending Python - What Is the Best Option for Me?

Explore options for extending Python with external libraries: Native Extensions, Ctypes, and CFFI. Learn principles of shared libraries and CPython internals for informed decision-making.

• YouTube
• 32 minutes
• On-Demand
• Conference Talk

Documenting Your Project with MkDocs

Learn to create, style, and publish project documentation using MkDocs, a Markdown-based tool. Compare MkDocs with Sphinx and explore its inner workings and benefits for developers.

• YouTube
• 22 minutes
• On-Demand
• Conference Talk

Event Discrete Simulation with SimPy

Explore event-discrete simulation using SimPy, learning key concepts and features through simple examples. Gain insights into modeling complex systems for analysis and optimization.

• YouTube
• 25 minutes
• On-Demand
• Conference Talk

Jigna - A Seamless Python-JS Bridge to Create Rich HTML UIs for Python Apps

Learn to create rich HTML user interfaces for Python apps using Jigna, a seamless Python-JS bridge. Explore two-way data binding and rendering options in Qt widgets or web browsers.

• YouTube
• 24 minutes
• On-Demand
• Conference Talk

GNU - Linux Hardware Emulation with Python

Explore hardware emulation on GNU/Linux using Python, covering inotify, D-Bus mocker, and udev monitoring to detect and simulate device events for testing procedures.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

Building Realtime Web Applications with WebRTC and Python

Learn to build real-time web applications using WebRTC and Python, exploring signaling systems implementation with Google AppEngine's Channel API and Flask with gevent for persistent connections.

• YouTube
• 20 minutes
• On-Demand
• Conference Talk

Post-Mortem Debugging with Heap-Dumps

Learn advanced post-mortem debugging techniques using heap dumps in Python, enabling detailed analysis of program state for effective defect resolution.

• YouTube
• 27 minutes
• On-Demand
• Conference Talk

Full Stack Python

Comprehensive guide to Python web development stack, from server setup to client-side execution. Ideal for newcomers seeking an overview of interconnected layers in web applications.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk

Log Everything with Logstash and Elasticsearch

Centralized logging for multi-server Python apps using Logstash and Elasticsearch. Learn structured logging patterns, GELF transport, and Kibana for analysis and visualization.

• YouTube
• 18 minutes
• On-Demand
• Conference Talk

Using All These Cores - Transactional Memory in PyPy

Explore transactional memory in PyPy for safe multithreading without the Global Interpreter Lock. Learn about implementation, performance, and potential future impacts on Python programming.

• YouTube
• 42 minutes
• On-Demand
• Conference Talk