EuroPython Conference Courses

State-of-the-Art Image Generation for the Masses with Diffusers

1 rating

Explore open-source Diffusers library for fast, high-quality image and video generation. Learn applications in inpainting, editing, and scene composition using diffusion models.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Earth Observation through Large Vision Models

1 rating

Explore Earth observation using large vision models for infrastructure planning and disaster response. Learn to access satellite datasets, fine-tune models, and apply zero-shot classification and image translation techniques.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Flying Free - Data Analysis with Python for Aeronautical Planning

1 rating

Discover how Python transforms flight planning by automating passenger predictions and optimizing aeronautical operations for safer, more efficient aviation management.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

How to Deliver 3x Faster with Effective API Design

1 rating

Explore architectural patterns and Python optimizations to accelerate feature delivery across multiple platforms, focusing on Backend for Frontend and Server-driven UI approaches.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

AI for Content Moderation at PayPal

1 rating

Explore AI-driven content moderation strategies at PayPal, covering challenges, datasets, pre-trained models, and multi-language support for tackling hate speech and toxic content online.

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

Keeping Your Projects Nice and Clean

Aprenda técnicas para manter projetos organizados, incluindo ferramentas de controle de qualidade, formatadores automáticos e CI. Descubra como implementar mudanças graduais e manter a consistência em vários repositórios.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Deadcode - A Tool to Find and Fix Unused Python Code

Discover a powerful tool for identifying and eliminating unused Python code, enhancing codebase efficiency, reducing technical debt, and improving security.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Automate Your Kitchen with Python and Applied AI

Explore how to create a Python-powered smart fridge system that tracks ingredients, suggests recipes, and reduces food waste through AI-driven solutions and image recognition.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

How to Sell a Big Refactor or Rewrite to the Business

Explore strategies for managing technical debt and successfully pitching large-scale refactoring projects to stakeholders. Learn from real-world case studies and gain practical decision-making tools.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Zero Trust APIs with Python

Explore Zero Trust Security for APIs using Python. Learn to identify and address vulnerabilities, implement robust data validation, and use tools for automated security testing.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Invent with PyScript - Building Browser-Based Python Applications

Explore PyScript and Invent framework to create Python-based browser applications. Learn design principles, deployment strategies, and unleash your creativity across various platforms.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

One Analysis a Day Keeps Anomalies Away - Detecting and Analyzing Data Anomalies

Explore Python techniques for data observability, anomaly detection, and root cause analysis in multivariate time series. Learn to distinguish anomalies from data drift and turn insights into opportunities.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Animations from First Principles

Explore animation creation from scratch, learning to draw shapes, animate processes, and morph figures using simple functions and loops. Gain skills to build your own visually appealing animations.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Unlocking Mixture of Experts - From One Know-it-all to a Group of Jedi Masters

Explore Mixture of Experts technique to enhance predictive powers. Dive into principles, challenges, and applications. Learn when to use MoE, discuss business metrics, and access resources for implementation.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Accelerating Python with Rust: The PyO3 Revolution

Explore PyO3 to integrate Rust's high performance into Python applications. Learn to create native Python modules, handle type conversions, and implement parallelism for enhanced efficiency.

• YouTube
• 28 minutes
• Self-Paced
• Free Video