EuroPython Conference Courses

Fighting Money Laundering with Python and Open Source Software

Explore Python-based techniques and open-source tools for detecting fraudulent transaction chains and providing insights to combat money laundering in financial investigations.

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

Asyncio Evolved - Enhanced Exception Handling with TaskGroup in Python 3.11

Explore Python 3.11's asyncio.TaskGroup() for improved exception and cancellation handling in asynchronous programming, addressing limitations of existing asyncio APIs.

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

Unleashing the Power of dbt and Python for Modern Data Stack

Explore dbt integration with Python for modern data infrastructure. Learn best practices, tool integration, and complex data analysis using fal package, with real-world examples.

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

Leveraging the Power of Django REST Framework's Renderers with HTMX

Explore the powerful combination of HTMX with Django REST Framework's flexible renderer system, unlocking new possibilities for dynamic web applications.

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

Welcome to Your World

Journalist Andrew Smith shares his journey of learning to code, focusing on Python, and reflects on code's impact on society, offering insights from his upcoming book.

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

Language Models for Music Recommendation

Explore building a music recommendation system using language models, inspired by GPT. Learn about factors influencing recommendations and create a personalized approach to content suggestion.

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

Word Wranglers & News Navigators - Taming GPT-3 Beast for Media Monitoring

Explore the integration of Large Language Models in media monitoring, from using OpenAI models to training a custom model. Learn about real-world implementation challenges and insights.

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

Continue Thinking Small - Next Level Machine Learning with TinyML

Explore TinyML for deploying machine learning on microcontrollers. Learn about hardware options, frameworks, and real-world applications in agriculture, conservation, health, and ecology monitoring.

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

Generative AI - Beyond Technicalities - An Ethical Perspective

Explore the ethical implications and societal impact of generative AI, focusing on responsible use and potential risks as these technologies become increasingly integrated into our daily lives.

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

Pygoat - Learn Django Security the Hard Way

Explore OWASP top 10 vulnerabilities in Django apps using Pygoat, an intentionally vulnerable application. Learn to identify, exploit, and mitigate security risks for robust web development.

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

How We Are Making CPython Faster - Past, Present and Future

Explore CPython's performance improvements in Python 3.11 and future releases. Learn about streamlining techniques, speed-up strategies, and potential performance gains in upcoming versions.

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

pip install malware

Live demonstration of creating and installing malware from PyPI, highlighting security risks in package dependencies and emphasizing the importance of vigilance when using external libraries.

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

Pydantic - Making Life Easier with Data Validation

Explore Pydantic's declarative syntax for simplified data validation in Python, ensuring accuracy and consistency in complex data structures while reducing errors and tedium.

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

The Future of Microprocessors

Explore microprocessor history, current state, and future prospects with insights on technological advancements, industry trends, and potential innovations in computing architecture.

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

Threat to Life - Preventing Planned Murders with Python

Explore how Python-based deep learning models are used to detect life-threatening messages in intercepted communications, aiding law enforcement in preventing violent crimes and protecting potential victims.

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