EuroPython Conference Courses

Advanced pytest

Dive into pytest plugin development to enhance test suites. Learn to add markers, customize test selection, generate reports, and create GitHub issues for regressions. Explore packaging plugins with Cookiecutter for PyPI distribution.

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

Opening PyPy's Magic Black Box

Explore PyPy's meta-tracing JIT compiler, understanding its optimization techniques for faster Python code execution. Gain insights into PyPy's inner workings and learn to leverage its performance benefits.

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

Get Up to Speed with Cython 3.0

Explore Cython 3.0's capabilities for optimizing Python code, enhancing performance, and integrating native code. Learn about upcoming changes and their impact on user experience.

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

When a Biologist Met Python

Explore the intersection of biology and Python, discovering how this programming language revolutionizes research in computational biology and bioinformatics through various modules and tools.

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

From Python Script to Open Source Project

Comprehensive guide to transform a Python script into a polished open-source project, covering structure, testing, automation, and best practices for community contribution and maintenance.

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

Building Data-Driven Client Relationship Management in Banking with Python

Transforming banking sales with Python: data-driven client management, machine learning pipelines, and automated processes for improved efficiency and personalized service.

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

Testing Microservices - Fast and With Confidence

Explore efficient microservice testing techniques using contract testing and state validation, enabling faster development with high confidence without relying on costly end-to-end tests.

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

The State of Machine Learning Operations in 2019

Overview of key challenges and trends in machine learning productization, covering reproducibility, explainability, and orchestration. Includes insights on open-source tools and frameworks for tackling these issues in ML operations.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Conference Talk

When a Biologist Met Python

Explore the intersection of biology and Python, discovering how computational tools enhance biological research and improve scientific workflows.

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

Natural Language Processing with Neural Networks

Dive deep into NLP with neural networks, exploring architectures, feature engineering, and practical tips for optimal results while considering computational costs and interpretability.

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

Audio Classification with Machine Learning

Learn to build practical machine learning models for audio classification using spectrograms, CNNs, and techniques like transfer learning and data augmentation with Keras and TensorFlow.

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

The World's Cheapest, Simplest Plotter

Learn to build an ultra-cheap plotter using a Raspberry Pi Zero, servo motors, and everyday materials. Explore Python-driven robotics with minimal resources and skills, ideal for education and introducing young people to programming.

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

Deploy Python to the Cloud Faster with Azure Serverless

Learn to deploy and scale Python workloads using Azure Functions, with seamless integration in Visual Studio Code for local development, debugging, and cloud deployment. Explore serverless computing benefits and management tools.

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

Introduction to Python and MongoDB

Learn to build database applications using PyMongo for MongoDB. Live coding demonstration showcases the simplicity and power of integrating Python with this popular NoSQL database.

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

AI in Contemporary Art

Explore AI's impact on contemporary art, from creative applications like DeepDream to critical examinations of facial recognition and deep fakes. Discover how artists and technologists are pushing boundaries and addressing societal implications.

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