EuroPython Conference Courses

The Encounter - Python’s Adventures in Africa

Explore Python's impact in African countries, discussing recent events, open-source software's significance, and the mutual benefits of this cultural exchange for both Python and Africa.

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

Pythonic Refactoring - Protecting Your Users From Change

Learn techniques for refactoring Python libraries while maintaining backward compatibility. Discover how to identify and protect public interfaces, use language features effectively, and manage breaking changes.

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

Scientific Computing Using Cython - Best of Both Worlds!

Explore Cython for scientific computing, combining Python-like syntax with C speed. Learn to build native extensions, use static typing, and integrate with C code for optimal performance.

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

From an Old-School Data Managing Company to Data Analytics with Python

Exploring the transition to Python-based data analytics for project communication management, focusing on clustering, event detection, and network analysis to enhance project and risk management.

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

Python and Angular - A Perfect Match?

Explore integrating Python backend with Angular-based Ionic framework for cross-platform mobile app development, enabling modern UX design while leveraging Python's capabilities.

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

Overcoming Cognitive Bias

Explore cognitive biases in tech, their impact on the Python community, and strategies for overcoming them to foster inclusivity and innovation.

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

Large-Scale Data Extraction, Structuring and Matching Using Python and Spark

Explore large-scale data extraction, structuring, and matching techniques using Python and Spark. Learn to handle compressed archives, extract metadata, and perform matches in big data environments.

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

Deep Learning Your Broadband Network at Home

Automate internet speed tests, log data, and analyze time series using Python. Learn data mining, visualization, and anomaly detection techniques like ARIMA and LSTM for broadband network performance.

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

Pybind11 - Seamless Operability Between C++11 and Python

Explore pybind11, a lightweight C++11 library for creating Python extension modules with minimal boilerplate. Learn to write bindings, handle complex data structures, and understand internal mechanisms.

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

I Don't Like Mondays - What I Learned About Data Engineering After 2 Years on Call

Insights and best practices for data engineering on-call duties, including minimizing emergencies, effective problem-solving, and implementing robust monitoring systems for improved reliability.

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

Lessons Learned in X Years of Parallel Programming

Insights and practical examples on advanced parallel programming in Python, covering performance, debugging, and useful libraries for both enterprise and scientific applications.

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

Plone - Where Is It Today and Where Is It Going

Explore Plone CMS's current state and future direction, focusing on its robust security features, customization capabilities, and upcoming enhancements in version 5.1 and beyond.

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

PyPy Meets Python 3 and Numpy

Explore PyPy's advancements in supporting Python 3.x and scientific computing with Numpy, offering improved performance and expanded application domains for Python developers.

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

Feeding Data to AWS Redshift with Airflow

Explore Airflow for efficient data pipelines and learn to integrate it with AWS Redshift for effective ETL processes, schema management, and data transformation techniques.

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

Inside Airbnb - Visualizing Data That Includes Geographic Locations

Aprende a visualizar datos geográficos utilizando herramientas como Bokeh, Holoviews y Datashader. Explora técnicas para representar información de Airbnb en mapas interactivos y dashboards dinámicos.

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