EuroPython Conference Courses

Learning the Ropes - Understanding Python Generics

Explore Python generics, Liskov Substitution Principle, and contravariance. Gain insights into generic types and understand complex Mypy errors.

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

What Polars Does for You

Explore Polars, a fast and efficient DataFrame library built in Rust. Learn about its design, features, and advantages for modern data processing and analysis.

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

The Power of Spec-Based Testing - Adding Functional Requirements to Unit Test

Explore spec-based testing to enhance software quality by verifying behavior against specifications. Learn how this technique complements unit testing for more effective and efficient quality assurance.

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

Spiral Python

Innovative approach to teaching Python, focusing on gradual concept introduction and practical application, with exercises and challenges to reinforce learning and motivation.

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

DuckDB - Bringing Analytical SQL Directly to Your Python Shell

Explore DuckDB's seamless integration with PyData ecosystem, enabling efficient analytical SQL queries without a server. Live demo showcases performance and usability alongside Pandas for data science tasks.

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

Running Python Packages in the Browser with Pyodide

Explore Pyodide's architecture, capabilities, and use cases for running Python in browsers. Learn about browser-specific optimizations and overcoming runtime restrictions for efficient package deployment.

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

High Volume PDF Text Extraction Using Python Open-Source Tools

Learn efficient techniques for extracting text from large volumes of PDF documents using Python open-source tools, focusing on speed, OCR integration, and detailed information retrieval for business insights.

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

Music Information Retrieval with Python

Explore musical AI and Python-powered music information retrieval. Learn to analyze, generate, and interact with music using code, with no prior music theory knowledge required.

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

Cultivating a Performance Mindset

Discover strategies to identify and optimize critical performance issues in your applications, focusing on user-centric improvements and leveraging Sentry for effective monitoring and enhancement.

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

Zero Downtime Deployments - Is It Worth the Effort?

Explore zero downtime deployment strategies, their pros and cons, and best practices for seamless production updates while maintaining user accessibility and system reliability.

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

PyScript and the Magic of Python in the Browser

Explore the potential of Python in web browsers with PyScript, enabling client-side applications and games without server-side logic. Learn key features and create amazing browser-based projects.

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

Unlocking the Power of Raft Consensus with rqlite using Python

Explore Raft consensus implementation in distributed databases using rqlite and Python. Learn about data integrity, fault tolerance, and high availability in modern applications.

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

Private Data Anonymization with Python - Fundamentals

Explore techniques for anonymizing legal documents using Python, including entity recognition, masking, and pseudoanonymization. Learn to apply AI models and text mining for improved data privacy compliance.

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

A Magic Implementation of NotImplemented

Explore how NotImplemented transforms Python's equality operator in DirtyEquals, revolutionizing test writing for APIs and changing perspectives on language quirks.

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

The Coding Conventions That Makes Our Lives Easier

Explore how coding conventions improve code quality, readability, and maintainability while reducing errors. Learn to create, implement, and maintain conventions using linters.

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