EuroPython Conference Courses

From Diamonds to Mixins: Demystifying Multiple Inheritance in Python

Explore Python's multiple inheritance, from the diamond problem to mixins. Understand Method Resolution Order, super() function, and real-world applications. Learn effective implementation and alternatives.

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

A Tale of Scaling Observability - Processing 50TB+ of Telemetry Daily

Explore scaling challenges and solutions for high-load services, focusing on metrics, logging, and tracing for processing over 50TB of daily telemetry data.

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

The Truth About Objects in Python

Explore Python's unique approach to objects, instances, classes, types, and metaclasses through live coding examples. Uncover surprising truths and clear up common misconceptions about object-oriented programming in Python.

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

Using pgvector and PostgreSQL to Find Pictures at a Party

Explore using pgvector and PostgreSQL to automate finding photos of yourself at events. Learn to extract faces, calculate embeddings, and query image data efficiently.

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

Start Strong! Setting Up Python Projects for Success

Découvrez des outils et techniques pour démarrer efficacement vos projets Python, de la configuration à la gestion des dépendances, en passant par les tests et l'intégration continue.

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

Pytest Design Patterns

Explore battle-tested techniques to enhance test suite maintainability. Learn fixture factories, effective mocking, parametrized fixtures, and alternative test categorization for more reliable Python testing.

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

Representation is King: The Journey to Quality Dialog Embeddings

Explore sentence embeddings in dialog systems, focusing on classification. Learn to fine-tune top-performing small-sized sentence transformers using SentenceTransformers framework with practical examples.

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

How We Sped Up NumPy's String Operations for NumPy 2.0

Explore performance improvements in NumPy 2.0's string operations, delving into ufunc internals, dtypes, and type promotion for a deeper understanding of the enhancements.

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

Navigating Tech Leadership: Challenges and Strategies

Explore tech leadership challenges, strategies for balancing technical expertise with management, and fostering inclusive engineering cultures. Gain insights on navigating managerial roles in the dynamic tech industry.

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

Adventures in Not Writing Tests - Using Hypothesis for Code Validation

Explore Hypothesis library for creating robust test inputs, focusing on edge cases. Learn to use Ghostwriting to generate tests from type hints, saving time and validating code.

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

Tackling Thread Safety in Python

Explore thread safety challenges in Python, understand race conditions, GIL's impact on multithreading, and learn to fix unsafe code using synchronization primitives.

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

Encrypted Computing in Python Using OpenFHE

Explore Fully Homomorphic Encryption (FHE) and its applications in privacy-preserving machine learning. Learn to use OpenFHE's Python interface for encrypted computing, with practical examples and concepts.

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

Lightning Talks - EuroPython 2024

Explore diverse Python topics in rapid-fire talks, from matrix arithmetic and 3D modeling to garbage collection and presentation skills. Gain insights from experts in this engaging lightning talk session.

• YouTube
• 1 hour
• Self-Paced
• Free Video

PEP 683 - Immortal Objects: A New Approach for Memory Management in Python

Explore Python's memory management, PEP 683's origins, and its impact on future developments like GIL changes and true parallelism. Gain insights into optimizing large-scale applications.

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

From Pandas to Production: ELT with dlt

Explore data load tool (dlt) to streamline data science workflows, overcome roadblocks, and transition smoothly from exploration to production. Learn best practices for data handling and managing failures with real-life examples.

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