EuroPython Conference Courses

Elegant Exception Handling

Discover effective techniques for elegant exception handling in Python, improving code readability and robustness while addressing common challenges and best practices.

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

Difficulties of Python Code Development - Packages, Virtualenvs and Package Managers

Explore Python development essentials: packages, virtual environments, and package managers. Learn pros and cons, best practices, and tools for efficient code management and dependency resolution.

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

15 Things You Should Know About Spacy

Discover 15 key insights about spaCy, an open-source NLP library for Python. Learn its strengths, limitations, and practical applications for processing and understanding large text corpora.

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

Docker and Python - Making Them Play Nicely and Securely for Data Science and ML

Learn Docker best practices for data-intensive Python applications, covering image optimization, security, automation, and efficient deployment workflows in Data Science and Machine Learning contexts.

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

Attractive GUIs with PySimpleGUI

Learn to create attractive and functional GUIs with PySimpleGUI, bridging the gap between complex frameworks and limited design tools. Explore its design philosophy and practical applications.

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

Deploy Your Machine Learning Bots Like a Boss with CI/CD

Learn to deploy machine learning chatbots using CI/CD, covering load balancing, testing, and model retraining. Gain practical insights for taking prototypes to production and iterating faster.

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

Painless Machine Learning in Production

Discover strategies for efficient machine learning deployment, covering infrastructure, tooling, and best practices for managing the ML lifecycle in production environments.

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

Roadmap to an Open Source Artificial Pancreas & Diabetes Monitoring with Flask

Explore open-source solutions for continuous glucose monitoring in Type 1 Diabetes, including the artificial pancreas project and building a notifier for the Nightscout dashboard.

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

Train, Serve, Deploy - Story of a NLP Model ft. PyTorch, Docker, Uwsgi and Nginx

Learn to build, train, and deploy NLP translation models using PyTorch, Flask, Docker, uWSGI, and Nginx. Covers data preprocessing, model training, web app creation, containerization, and production serving techniques.

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

Taking Part in the Greatest Experiment in History

Explore innovative approaches to teaching Python to children, focusing on functions, modeling, and simulations. Discover curriculum development strategies and project-based learning techniques.

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

Speed Up Your Data Processing

Explore parallel and asynchronous programming techniques to optimize data processing pipelines, enhancing efficiency in data science workflows and overcoming common bottlenecks.

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

A Brief History of Jupyter Notebooks

Explore the evolution of Jupyter Notebooks, from early computational interfaces to modern collaborative tools. Discover key milestones, current ecosystem, and future developments in scientific programming environments.

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

Pluggable Architecture

Explore pluggable architecture principles through custom plugin system design. Learn interface creation, behavior integration, and testing techniques to extend third-party library functionality.

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

Django Clone From Scratch With Flask

Explore engineering Flask to mimic Django, diving into framework internals and development patterns. Learn to create a Django-like app with Flask, discussing benefits and challenges of both frameworks.

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

Bringing Your Python Script to More Users

Learn to transform Python scripts into user-friendly applications using CLI, GUI, and web interfaces. Explore techniques to make your code accessible and useful to a wider audience.

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