EuroPython Conference Courses

Performance Python for Numerical Algorithms

Explore techniques for optimizing numerical algorithms in Python, including vectorization, multi-threading, parallelization, and dynamic compiling. Practical examples using NumPy, Numba, and other libraries.

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

Ganga - An Interface to the LHC Computing Grid

Explore Ganga, a Python-based interface for CERN physicists to manage and distribute data analysis tasks across global computing resources, from local machines to worldwide centers.

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

Rethinking Packaging, Development and Deployment

Explore innovative approaches to Python packaging, development, and deployment using Nix. Learn how to streamline your workflow and manage dependencies across multiple languages efficiently.

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

Elasticsearch from the Bottom Up

Explore Elasticsearch and Lucene architecture, focusing on inverted index structure, index terms, text analysis, segment-based indexing, caching, and distributed search processing across shards.

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

3D Sensors and Python - A Space Odyssey

Explore 3D sensor integration with Python, creating natural user interfaces for games and applications using PyOpenNI, PyGame, and WebGL. Hands-on demos and practical insights included.

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

How Disqus is Using Django as the Basis of Our Service Oriented Architecture

Explore Disqus' journey in leveraging Django for Service Oriented Architecture, covering deployment strategies, data patterns, and real-world examples of successful implementation.

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

Message-Passing Concurrency for Python

Explore message-passing concurrency in Python, comparing various libraries and techniques to avoid common pitfalls like deadlocks and race conditions. Learn about python-csp for Pythonic implementation.

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

The Shogun Machine Learning Toolbox

Explore the Shogun Machine Learning Toolbox, a powerful framework for data analysis and prediction. Learn key ML concepts, algorithms, and practical applications through intuitive visualizations and Python examples.

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

Design Considerations While Evaluating, Developing, Deploying a Distributed Task Processing System

Explore key design considerations for distributed task processing systems, focusing on evaluation, development, and deployment strategies using Celery as a robust framework.

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

How to Become a Software Developer in Science

Practical tools for scientists to improve software development skills: leveraging domain expertise, modularizing projects, and accelerating learning through collaboration.

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

How to Make a Full Fledged REST API with Django OAuth Toolkit

Learn to create robust REST APIs using Django, Django REST Framework, and Django OAuth Toolkit for secure, efficient backend communication with mobile apps.

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

Will I Still Be Able to Get a Job in 2024 if I Don't Do TDD?

Explore the future of Test Driven Development and related technologies in software engineering, examining their potential impact on job prospects and industry adoption by 2024.

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

One Year of Snowden, What's Next?

Exploring the impact of Snowden's revelations on global surveillance, data privacy, and societal implications. Discusses potential defenses against large-scale intelligence gathering operations.

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

Probabilistic Programming in Python

Learn probabilistic programming in Python using PyMC3 for flexible statistical modeling, automated parameter estimation, and uncertainty quantification in data science and scientific research.

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

Advanced Database Programming with Python

Explore advanced database programming with Python, covering locks, distributed transactions, and transaction isolation for robust production environments.

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