EuroPython Conference Courses

Faster Python Startup

Explore techniques to optimize Python startup speed by embedding code objects into the cPython binary, reducing module loading time and improving performance for frequently launched applications.

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

Bytecodes and Stacks - A Look at CPython’s Compiler and Its Execution Model

Explore CPython's inner workings: from code compilation to execution. Learn about tokenization, parsing, bytecode, and the stack-based virtual machine, suitable for Python developers of all levels.

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

Walking the Random Forest and Boosting the Trees

Explore tree-based ensemble models like Random Forest and Gradient Boosting, understanding their theory and implementation in Python for effective data science applications.

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

Citizen Science with Python

Explore data-driven humanitarian and healthcare projects using Python, with audience experiments and inspiration for running your own scientific experiments using the Python stack.

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

Air Quality & Python - Developing Online Analysis Tools

Explore Python-based online tools for analyzing air quality data, integrating libraries like Pandas and NumPy with Django and Plot.ly to create interactive visualizations and support research and education.

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

Quart - A asyncio Alternative to Flask

Explore Quart, an asyncio-based alternative to Flask, offering enhanced features like HTTP/2 and websockets while maintaining Flask's API for efficient web development.

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

Rehabilitating Pickle

Explore Pickle's security risks, potential defenses, and alternatives for safe Python object serialization in distributed systems.

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

Winning Card Games with 1000+ CPUs

Explore how AWS Lambda and Python concurrency can optimize a genetic algorithm for winning the SushiGo card game, discussing implementation, challenges, and results.

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

Python and GraphQL

Explore GraphQL implementation in Python using Flask and SQLAlchemy, covering basics, advanced techniques, and tools for efficient API development and documentation.

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

Domain Driven Design Patterns in Python

Explore Domain-Driven Design patterns in Python, learning to model complex domains and implement tactical patterns for robust, maintainable software in large-scale projects.

• YouTube
• 1 hour 1 minute
• On-Demand
• Conference Talk

Good Features Beat Algorithms

Explore feature engineering and selection techniques to improve machine learning model accuracy. Learn how to develop an ensemble for measuring feature importance in real-world datasets.

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

The Boring Python Office Talk - Automate Powerpoint, Excel, and PDF with Python

Discover Python's power to automate office tasks, from creating Excel reports and PowerPoint presentations to manipulating PDFs, enhancing productivity and reducing manual work.

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

How Async and Await Ended Up in Python

Explore the evolution of asynchronous programming in Python, from regular functions to async/await syntax. Learn about iterators, generators, and coroutines while discovering how to write efficient async code.

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

Automating Testing and Deployment with Github and Travis

Streamline open-source project maintenance by automating testing and deployment using Github and Travis. Learn to create an efficient release pipeline, reducing errors and simplifying the process.

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

Lies, Damned Lies, and Statistics

Explore common statistical fallacies and learn to recognize misleading data interpretations. Gain insights on correlation, bias, and significance to draw accurate conclusions from statistics.

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