EuroPython Conference Courses

How Scientific Computing is Advancing the World of Football

Explore how Python's scientific computing and data science applications are revolutionizing football, from tactical analysis to player insights, with potential for wider accessibility and impact.

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

Hiring Demystified

Insights on effective hiring practices for tech teams, analyzing popular tactics and their implications, and strategies for finding the right developers with minimal hassle.

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

Data Ingestion and Big Data

Learn web scraping, crawling, and API usage for data retrieval. Explore technical and ethical considerations in simulating user navigation and leveraging data APIs for analysis and business opportunities.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Conference Talk

Auto-Sklearn - Automated Machine Learning in Python

Discover Auto-sklearn, an open-source AutoML tool that simplifies machine learning pipeline development. Learn its functionality, benefits, and how to implement it as a scikit-learn replacement.

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

Honey, There Is a Python in My Android Phone!

Explore integrating Python with Android for GPS functionality, inspired by a book cataloging project. Learn about RPC calls between Python and Android intents for efficient mobile development.

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

Automate Your Tasks with Python and Publish with Chat Apps

Automate tasks using Python scripts and integrate them with chat apps for easy access. Learn to create software robots that handle server diagnostics, incident response, API access, and analytical reporting.

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

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Conference Talk