EuroPython Conference Courses

Probabilistic Programming in Python

1 review

Learn probabilistic programming in Python using PyMC3 for flexible statistical modeling, automated parameter estimation, and uncertainty quantification in data science and scientific research.

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

The Joy of Creating Art with Code

1 review

Explore generative art using Python, Processing, PyCairo, and webGL. Learn to create aesthetic visuals with algorithms, geometric patterns, and mathematical functions.

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

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

1 review

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
• On-Demand
• Free Video

Earth Observation through Large Vision Models

1 review

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
• On-Demand
• Free Video

Flying Free - Data Analysis with Python for Aeronautical Planning

1 review

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

• YouTube
• 30 minutes
• On-Demand
• Free Video

AI for Content Moderation at PayPal

1 review

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
• On-Demand
• Conference Talk

Python Security Best Practices

1 review

Discover essential Python security practices, covering input validation, XML parsing, assert statements, temporary files, and data serialization. Learn to identify vulnerabilities and implement robust defenses.

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

Building C-Apps on Python

1 review

Explore techniques for integrating C and Python to create powerful, high-performance applications with enhanced functionality and speed.

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

Speeding Up Search With Locality Sensitive Hashing

Explore locality sensitive hashing for faster search and similarity comparisons, with practical Python implementations and real-world applications in image search and collaborative filtering.

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

A Teacher's Perspective

Exploring the impact of PyconUK's education track on teachers, highlighting collaboration between educators and developers to enhance computing education.

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

It's About Time to Take Your Medication! - Or How to Write a Friendly Reminder Bot

Learn to create a friendly reminder chatbot using SleekXMPP and Google Hangouts API. Explore event-driven programming, OAuth2 authorization, and scheduled messaging for practical applications like medication reminders.

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

Code Quality in Python - Tools and Reasons

Explore Python code quality tools, their differences, and automation methods. Learn to enhance code analysis and understand the importance of these practices in software development.

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

TDD for APIs

Explore test-driven development for APIs, focusing on validation, design improvement, and practical implementation in Django. Learn key principles and lessons from real-world projects.

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

Import Deep Dive

Explore Python's import mechanism, from basic PYTHONPATH searches to advanced topics like custom importers and C extension loading. Gain insights into packages, import loops, and lesser-known import capabilities.

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

Data Structures with Python

Aprenda estruturas de dados em Python com uma abordagem híbrida que reduziu a taxa de reprovação de 85% para 12%. Inclui recursão, listas encadeadas, filas, pilhas e algoritmos de ordenação.

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