EuroPython Conference Courses

The State of Production Machine Learning in 2023

Explore challenges and solutions in production machine learning, focusing on reliability and scalability. Learn key concepts and recommended tools to tackle the increasing complexity of ML pipelines.

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

HPy - The Future of Python Native Extensions

Explore HPy, a new C extension API for Python that ensures compatibility across versions and implementations, with insights from porting NumPy to HPy.

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

Building Native Rust Modules for Python

Learn to create high-performance Rust modules for Python, exploring the basics of Rust and its integration with Python to enhance your code's efficiency and speed.

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

Bulletproof Python - Writing Fewer Tests with a Typed Code Base

Explore how a fully typed Python codebase can reduce the need for extensive testing, leveraging dependent types and exhaustiveness checking to enhance code reliability and efficiency.

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

Apache Spark vs Cloud-Native SQL Engines

Opinionated comparison of Apache Spark and cloud-native SQL engines, exploring their strengths, use cases, and complementary nature for data processing and business intelligence tasks.

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

Rust for Python Data Engineers

Explore how Rust can enhance data engineering workflows, offering improved performance and safety. Learn about Rust's ecosystem for data processing, databases, and scientific computing to build scalable systems.

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

Adding Zero-Downtime Migrations Strategy in a SaaS Project

Learn techniques for implementing zero-downtime database migrations in SaaS projects, ensuring smooth updates without service interruptions while handling large-scale client databases.

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

Robot Holmes and The MLington Murder Mysteries

Explore the world of Vision-Language AI through a detective story, uncovering recent developments and key players in this rapidly growing field of machine learning.

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

Poisoned Pickles Make You Ill

Explore the risks of using pickle for ML model serialization and learn effective strategies to protect against potential attacks and vulnerabilities in data science pipelines.

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

Optimizing Your CI Pipelines

Discover techniques to enhance CI pipelines: parallelization, caching, early failure detection, and conditional runs for faster, more efficient builds and improved development workflows.

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

Python Linters at Scale

Discover strategies for efficiently scaling Python linters across large codebases and teams, including automated updates, consistent configurations, and performance optimizations.

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

From Idea to Production

Comprehensive journey of website development, from conception to production deployment, covering best practices for local setup, testing, and deployment strategies.

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

Games of Life - Generative Art in Python

Explore algorithms for creating unique, cohesive graphics using Python. Learn about Clifford attractors, slime mold simulation, and geometric primitives to generate impressive 2D and 3D visualizations.

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

Designing a Human-Friendly CLI for API-Driven Infrastructure

Learn to design a dynamic CLI that generates commands from OpenAPI documentation, improving infrastructure management through a unified interface for both programmatic and human interaction.

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

PEP 458 - A Solution Not Only for PyPI

Explore PEP 458's cryptographic signing for PyPI and its broader applications in securing software supply chains, including the Repository Service for TUF project and its potential benefits.

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