EuroPython Conference Courses

Dance with Shadows - Stubs, Patch and Mock

Aprenda a usar objetos falsos en pruebas de software: stubs, patch y mock. Explore técnicas avanzadas, evite errores comunes y descubra bibliotecas especializadas para desarrollo web.

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

Python & Visual Studio Code - Revolutionizing the Way You Do Data Science

Discover how Visual Studio Code, GitHub, Codespaces, and Azure ML enhance Python data science productivity. Learn about VS Code Notebooks, Data Wrangler, collaboration features, and deployment options.

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

Raise Better Errors with Exception Groups

Explore Python 3.11's Exception Groups for robust error handling. Learn to overcome current limitations and write cleaner code using new features like except* keyword.

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

Making AI Happen at Your Company

Practical insights on implementing AI in established companies, covering strategy, technology adoption, cultural shifts, and overcoming legacy system challenges.

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

Reproducible and Deployable Data Science with Open-Source Python

Aprenda a criar código de ciência de dados escalável, reproduzível e confiável usando Kedro, Apache Airflow e Great Expectations. Descubra como combinar iteração rápida com manutenibilidade e qualidade de dados consistente.

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

Python Security Best Practices

Discover essential Python security practices, covering input validation, XML parsing, assert statements, temporary files, and data serialization. Learn to identify vulnerabilities and implement robust defenses.

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

Speeding Up the Deep Learning Development Life Cycle for Cancer Diagnostics

Optimizing deep learning development for cancer diagnostics: strategies to accelerate iteration, from task prioritization to GPU parallelization, enhancing model robustness across diverse laboratory settings.

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

How I Helped Fly a Helicopter on Mars

Discover how contributing to open-source Python led to unexpected involvement in Mars exploration. Learn about overcoming challenges in making your first cpython contribution and its far-reaching impact.

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

Sliding into Causal Inference, with Python

Explore causal inference tools in Python to simulate parallel realities and answer 'what if' questions. Learn about randomized experiments, differences-in-differences, propensity scores, and synthetic controls.

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

Simple, Open, Music Recommendations

Explore open-source alternatives to commercial music recommendation systems using GNOME's Tracker and Musicbrainz, challenging big tech dominance in music streaming.

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

Code From Nothing - Procedural Generation of Python Source Code

Explore novel techniques for testing Python linters and fixers using Hypothesis, focusing on procedural generation of source code to uncover edge cases and improve tool reliability.

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

Developing Flask Applications for Google Cloud

Learn to build Flask apps for Cloud Run, using Cloud Code for faster development. Explore integration with Cloud SQL, Pub/Sub, and Secret Manager on Google Cloud's serverless platform.

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

Streamlit - The Fastest Way to Build Data Apps

Discover how to rapidly create data science apps using Streamlit, an open-source framework that simplifies development with Python scripts, eliminating the need for front-end coding.

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

A Crowdsourced Map for Checking Supermarket Wait Times Worldwide

Explore the development of a crowdsourced map for tracking supermarket wait times during the pandemic, utilizing Redis, uWSGI, and Flask to scale from a Raspberry Pi to multiple VPS servers.

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

Traveling Through a Secure API in Python

Learn to build a secure "Where Have I Been" map application using Python and Auth0, covering API endpoint creation, data protection, manipulation, and deployment.

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