EuroPython Conference Courses

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

Analyzing COVID Vaccine Popularity in Europe Using FastAPI, Postgres & Azure

Explore COVID vaccine data analysis using FastAPI, Postgres, and Azure. Learn to process, store, and visualize European vaccine popularity data with Python tools and cloud services.

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

Formalizing a Language

Explore formal grammar, Python's parsing engine changes in 3.9, and their impact on language evolution. Gain insights into programming language creation and future Python developments.

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

A Tale of Python C Extensions and Cross-Platform Wheels

Explore Python C extensions, C-API, and pybind11. Learn to package cross-platform wheels for Linux, macOS, and Windows, enabling easy installation via pip and automatic PyPI deployment.

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

Python and Flutter Application for Colouring and Enhancing Old Photos

Learn to colorize and enhance old photos using Python and Flutter, exploring deep learning models, API development, and mobile app creation for efficient image processing.

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