EuroPython Conference Courses

Tooling for Static Analysis of Python Programs

Explore static analysis tools for Python, including gast and beniget modules, to enhance linting, type inference, and IDE capabilities despite Python's dynamic nature.

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

Decade of PyCon JP - How We Spread the Python Community in Japan

Explore the decade-long journey of PyCon JP, its growth strategies, and initiatives to spread Python across Japan, including regional events and boot camps.

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

Writing Good Python

Learn tools and libraries for writing consistent, high-quality Python code. Explore PEP standards, linters, formatters, and security checkers. Discover integration methods for development workflows and build pipelines.

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

Corona-Net

Explore Corona-Net: an open-source project for COVID-19 diagnosis and symptom segmentation using deep learning models like EfficientNet and U-Net on CT scans.

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

Ensuring Data Integrity with Asynchronous Programming in a Cloud IoT Core

Explore AsyncIO for cloud IoT core development, focusing on data integrity and performance. Learn techniques for handling messages, managing connections, and ensuring accurate data in low-cost solutions.

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

Accessible Python Education for Schoolgirls Using Avocados, Zombies, and Korean

Innovative Python education for young girls using engaging themes, resulting in increased interest and confidence in coding and scientific computing.

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

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