EuroPython Conference Courses

I Hate You, NLP

Explore sentiment analysis in Python, from basic semantic mapping to advanced machine learning techniques. Learn pitfalls, see hands-on code, and discover tools for accurate emotion detection in text data.

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

How to Conquer the World

Learn to develop a genetic algorithm in Python to master the board game Risk, exploring object-oriented design and AI strategies for game simulation and optimization.

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

High Availability Scaling with Share Nothing Architecture

Explore high availability scaling using Share Nothing Architecture, covering automated systems, data distribution, and tools like Celery and Redis for worldwide performance and availability.

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

Writing Redis in Python with Asyncio

Explore asyncio by building a Redis-like data structure server in Python. Learn to handle commands, implement pub/sub, and tackle persistence in asynchronous programming.

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

Another Pair of Eyes - Reviewing Code Well

Learn effective code review techniques to improve team productivity, catch bugs, and enhance code quality. Explore social and technical impacts, tooling, and trade-offs for optimal review practices.

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

Using and Abusing Python’s Double-Underscore Methods and Attributes

Explore Python's double-underscore methods: manipulate operators, mimic containers, optimize memory, and experiment with unconventional function hacks in this playful deep dive.

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

Ethical Hacking with Python Tools

Explore ethical hacking using Python tools for security testing, vulnerability analysis, and pentesting. Learn to develop custom security tools and conduct demonstrations on target domains.

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

Analyzing Data with Python & Docker

Explore powerful data analysis workflows by combining Python and Docker. Learn to create robust, repeatable systems for small and large-scale data processing using containerization techniques.

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

Planning for the Worst

Explore strategies for handling production issues, from common errors to obscure failures. Learn practical tips, best practices, and code solutions to enhance system reliability and resilience.

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

Algorithmic Trading with Python

Explore systematic trading at Winton Capital Management, focusing on Python's role in data management, signal generation, and order execution for algorithmic trading on global exchanges.

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

Grocker - A Python Build Chain for Docker

Streamlines Python package deployment by transforming projects into self-contained Docker images with easy-to-use entry points, ensuring atomic and deterministic code updates.

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

Writing Unit Tests for C Code in Python

Learn to write Python unit tests for C code using CFFI and pycparser. Explore creating mock functions, handling dependencies, and overcoming challenges in mixing Python and C for efficient testing.

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

Unveiling the Universe with Python

Explore how Python and Monte Carlo simulations unveil the mysteries of the Universe, from analyzing cosmic microwave background data to revealing the surprising dominance of dark matter and energy.

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

A Deep Dive into the Pymongo MongoDB Driver

Explore the inner workings of Pymongo, MongoDB's popular Python driver. Gain insights into server requests, connections, queries, and write operations to enhance your MongoDB application development skills.

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

Python in Astronomy

Explore Python's role in modern astronomy, from data analysis to visualization. Learn about AstroPy and see real-world applications in astronomical research and computation.

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