EuroPython Conference Courses

Best Practices for Debugging

Learn systematic debugging strategies for Python, covering syntax errors, runtime exceptions, scientific method, variable inspection, interactive debuggers, and delta debugging techniques.

• YouTube
• 24 minutes
• Self-Paced
• Conference Talk

Python REST Frameworks Review

Comprehensive review of Python REST frameworks, comparing popular libraries for building RESTful web applications. Includes code examples, strengths, and weaknesses to help developers choose the best option for their needs.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Testing Microcontroller Firmware with Python

Learn to create integration tests for microcontroller firmware using Python and CFFI, enabling faster execution and advanced security testing without requiring target hardware.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

Understanding Celery & CeleryBeat

Explore distributed task queues with Celery and CeleryBeat. Learn core architecture, key components, and real-world applications. Gain insights into task scheduling and system performance optimization.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

A Python for Future Generations

Explore Python's evolution, interpreter challenges, and potential future improvements, drawing insights from JavaScript and Rust ecosystems to enhance language design and functionality.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

TCP - IP Animated

Interactive game teaching TCP/IP protocols through team-based simulations. Players assume network roles, exchanging messages to understand concepts like DNS, TCP, and IP in a fun, competitive environment.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Conference Talk

CFFI - Calling C from Python

Learn to call C libraries from Python using CFFI, a simpler alternative to C extension modules. Explore its advantages, including cross-implementation compatibility and direct C access, with practical demos and examples.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Scientist Meets Web Dev - How Python Became the Language of Data

Explore Python's evolution as a data science powerhouse, blending scientific computing with web development. Learn how this versatile language empowers researchers and analysts to tackle complex data challenges.

• YouTube
• 54 minutes
• Self-Paced
• Conference Talk

Machine Learning - Power of Ensembles

Explore ensemble methods in machine learning, combining diverse models for improved accuracy. Learn bagging, boosting, and stacking techniques with real-world examples and practical insights.

• YouTube
• 17 minutes
• Self-Paced
• Conference Talk

An Introduction to Deep Learning

Comprehensive introduction to deep neural networks, covering theory, training methods, and applications in image processing, speech recognition, and text analysis.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Conference Talk

A Gentle Introduction to Neural Networks - with Python

Explore neural networks and create your own using Python. Learn about AI challenges, biologically-inspired networks, training methods, and achieve 97.5% accuracy in recognizing handwritten numbers.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

Log All the Things!

Discover how to collect, clean, store, and analyze log data from various systems using the ELK stack, enhancing DevOps practices and gaining valuable insights into your infrastructure.

• YouTube
• 41 minutes
• Self-Paced
• Conference Talk

The Value of Mindfulness and How It Has Arrived at Google

Explore mindfulness as a foundational skill, its applications in stress management and business leadership, and its practical benefits for digital workers in navigating complex professional environments.

• YouTube
• 24 minutes
• Self-Paced
• Conference Talk

Test-Driven Code Search and Reuse Coming to Python with Pytest-Nodev

Explore test-driven reuse strategy and pytest-nodev, a search engine for Python code. Learn to efficiently find and reuse code based on behavior and semantics rather than keywords.

• YouTube
• 37 minutes
• Self-Paced
• Conference Talk

How Can Machine Learning Help to Predict Changes in Size of Atlantic Herring

Explore machine learning techniques to predict Atlantic herring size changes using environmental and fishing data, with implications for conservation and sustainable fisheries management.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk