EuroPython Conference Courses

From Days to Minutes, From Minutes to Milliseconds with SQLAlchemy

Optimize SQLAlchemy performance by addressing N+1 queries, improving mass operations, and understanding ORM-database interactions for significant speed improvements.

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

Do We Have a Diversity Problem in Python Community

Exploring gender diversity in the Python community through data analysis, examining representation at conferences, and proposing actionable steps to foster inclusivity and balance.

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

Visual Debugger for Jupyter Notebooks - Myth or Reality?

Explore the challenges and possibilities of implementing a visual debugger for Jupyter Notebooks, including architecture insights and current limitations in existing tools.

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

Building a Powerful Pet Detector in Notebooks

Learn to build and deploy an AI-powered pet breed detector using Azure Notebooks, TensorFlow, and transfer learning techniques. Optimize the model for improved accuracy and create a web service.

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

Become a Command Line Wizard

Discover modern terminal tools with improved user experiences for efficient Python development and system administration, enhancing productivity in GUI-less environments.

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

Machine Learning on Non-Curated Data

Techniques for handling missing values and non-normalized categories in machine learning, focusing on practical solutions using scikit-learn and DirtyCat for efficient data analysis without extensive cleaning.

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

Dissecting tf.function to Discover AutoGraph Strengths and Subtleties

Explore AutoGraph in TensorFlow 2.0: Learn to write efficient, graph-convertible code, understand tf.function intricacies, and optimize performance in this in-depth tutorial.

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

Python vs Rust for Simulation

Comparison of Python and Rust for simulation engines, exploring performance, simplicity, code efficiency, utilities, and compatibility. Insights for developers choosing between these languages.

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

Getting Your Data Joie De Vivre Back

Explore data-driven creativity through AI and visualization, from poetry composition to image reconstruction, blending technical skills with artistic expression for fun and learning.

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

EduBlocks - Making the Transition to Python Easier

Discover EduBlocks, a drag-and-drop Python 3 tool created by 14-year-old Josh Lowe to bridge the gap between block-based programming and Python, making coding more accessible for students and teachers worldwide.

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

Integration Tests with Super Powers

Aprenda estratégias eficazes para escrever testes de integração robustos usando Pytest, injeção de dependências e Docker Compose, melhorando a manutenibilidade e extensibilidade de suas aplicações.

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

Change Music in Two Epochs

Explore deep learning applications in music: instrument detection, isolation, and generation. Learn to build synthesizers, create datasets, and adapt models for increasing complexity.

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

From Linear Algebra to Machine Learning

Explore the mathematical foundations of machine learning, from linear algebra to optimization, with practical Python implementations using NumPy, SciPy, and TensorFlow.

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

Get Productive with Python in Visual Studio Code

Maximize Python productivity with Visual Studio Code: from basic setup to advanced features like debugging, testing, and collaborative coding. Learn tips and tricks for efficient development.

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

Sprint Orientation

Orientación para participar en sprints de desarrollo colaborativo en Python, explorando oportunidades de contribución y mejora de proyectos de código abierto.

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