EuroPython Conference Courses

Marge - A Bot for Better Git'ing

Discover Marge-bot, an innovative tool enhancing Git workflows by testing pull requests against target branches and offering additional conveniences for improved Continuous Integration practices.

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

Succinct Data Structures for Python

Explore succinct data structures in Python: efficient representations of objects like bitvectors and trees, with practical examples and a call for community involvement.

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

How to Make Money Using Python - Unused Potential in the Enterprise World

Explore untapped Python opportunities in enterprise applications, leveraging its advantages over Java, C++, and C# for business success and market growth.

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

When to Use Machine Learning - Tips, Tricks and Warnings

Discover when and how to effectively apply machine learning, with practical tips and real-world examples from open-source projects and cryptocurrency trading.

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

Introduction to Sentiment Analysis with SpaCy

Learn to extract opinions from text using spaCy, covering sentiment analysis basics, topic extraction, and rating consolidation. Includes practical examples in German with English translations.

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

Is Your Code Tainted? Finding Security Vulnerabilities Using Taint Tracking

Discover taint tracking for identifying security vulnerabilities in code. Learn about sources, sinks, and sanitizers, and see a practical demonstration using a Django app.

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

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Conference Talk

Interoperability Rules for an European API Ecosystem - Do We Still Need SOAP?

Explore Italy's shift from SOAP to REST APIs, focusing on standardization, availability strategies, and contract-first approaches for building an interoperable European API ecosystem.

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