EuroPython Conference Courses

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

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