EuroPython Conference Courses

A Python Implementation in Rust

Explore the rspython project, which aims to implement a Python interpreter in Rust. Learn about the challenges, opportunities, and current state of this innovative approach to Python development.

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

Data Is Not Flat

Explore feature engineering techniques for low-dimensional data to enhance model performance, with a focus on neural network classification and practical examples.

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

How Can You Use Open Source Materials to Learn Python and Data Science

Discover open-source resources for learning Python and data science, explore community support, and understand the benefits of combining these skills for career growth.

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

Deep Learning with PyTorch for Fun and Profit

Explore practical deep learning applications using PyTorch, including style transfer, speech generation, and text generation. Learn about data preparation, hardware setup, and creating neural network models for creative projects.

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

CatBoost - The New Generation of Gradient Boosting

Explore CatBoost, a powerful gradient boosting library for machine learning. Learn its advantages, applications, and unique features for handling categorical data and achieving state-of-the-art results.

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

PyPI - Past, Present and Future

Explore the evolution and future of PyPI, the crucial repository for Python packages, and its impact on the Python ecosystem.

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

Building New NLP Solutions with spaCy and Prodigy

Discover strategies to maximize success in NLP projects using spaCy and Prodigy. Learn iterative approaches, avoid common pitfalls, and explore effective workflows for building innovative language processing solutions.

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

Django Structure for Scale and Longevity

Explore Django project structuring for scalability and longevity, covering service layers, DRF best practices, and effective testing strategies. Gain insights from real-world experiences to enhance productivity and code quality.

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

Building a Naive Bayes Text Classifier with scikit-learn

Learn to build a Naive Bayes text classifier using scikit-learn, exploring preprocessing techniques and feature extraction methods for effective spam detection in YouTube comments.

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

Asyncio in Python 3.7 and 3.8

Explore new asyncio features in Python 3.7 and upcoming enhancements in 3.8, including performance improvements, usability updates, and innovative APIs for asynchronous programming.

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

Recursion, Fractals, and the Python Turtle Module

Explore recursion through fractals using Python's Turtle module. Learn to create psychedelic designs, understand natural patterns, and discover a fun tool for teaching coding concepts.

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

Python in Scientific Computing - What Works and What Doesn't

Evaluación de bibliotecas Python para cálculos científicos, enfocada en rendimiento, simplicidad, confiabilidad y portabilidad. Experiencias y lecciones aprendidas en la Fundación GEM.

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

Python 2 Is Dead! Drag Your Old Code into the Modern Age

Learn strategies and tools for upgrading large Python 2 projects to Python 3, based on a real-world case study of modernizing a 65,000-line Django codebase. Gain practical insights for a smooth transition.

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

ETL Pipeline to Achieve Reliability at Scale

Explore designing scalable ETL pipelines for high-volume financial transactions, focusing on fault tolerance, fast I/O, and efficient computations using Python, Luigi, and Spark.

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

Die Threads

Erforsche die Relevanz von Threads in der Ära von Async-Programmierung und entdecke unerwartete Anwendungen in dieser fesselnden Keynote von David Beazley.

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