EuroPython Conference Courses

Measuring Memory - Python Memory Profilers and When to Use Them

Learn to measure and optimize Python memory usage, exploring profilers for different scenarios like web apps and data processing to prevent crashes and improve performance.

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

Darts - Unifying Time Series Forecasting Models from ARIMA to Deep Learning

Explore time series forecasting with Darts, a Python library unifying traditional and deep learning models. Learn best practices for preprocessing, backtesting, and achieving quick results in forecasting problems.

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

Personal Growth and the Python Community

Explore how involvement in the Python community can boost personal and professional growth, enhance self-confidence, and provide valuable learning opportunities for tech enthusiasts.

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

Automatic Testing of Python Functions Based on Contracts

Explore automatic testing of Python functions using contracts, reducing manual effort and improving code quality through tools like crosshair and icontract-hypothesis.

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

Sound Event Detection with Machine Learning

Aprenda a implementar detección de eventos sonoros con aprendizaje automático, desde la recopilación de datos hasta el entrenamiento de redes neuronales y la evaluación del sistema, utilizando Python y bibliotecas populares.

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

Data Lake - Design for Schema Evolution

Explore data lake design strategies for managing schema evolution, focusing on storage, scalability, and AVRO format implementation. Learn best practices for maintaining data integrity and compatibility.

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

Pattern Matching in Python

Explore Python 3.10's Structural Pattern Matching feature with its contributor. Learn motivations, problem-solving applications, and best practices for this powerful data processing tool.

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

Driving 3D Printers with Python

Explore challenges and solutions in developing OctoPrint, an open-source web interface for 3D printers, focusing on end-user software maintenance and Python implementation insights.

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

Automated Machine Learning With Keras

Explore automated machine learning with Keras Tuner and AutoKeras, enabling efficient development of high-performance deep learning models while requiring less expertise and effort.

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

Stop Writing Tests

Explore next-generation tools for automating test case selection, test writing, and continuous testing. Learn about property-based testing, code introspection, and adaptive fuzzing to enhance your testing workflow.

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

Python RPC and PubSub over Websockets

Explore real-time RPC and PubSub over Websockets for distributed software, covering implementation challenges, use cases, and open-source solutions in Python.

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

Finding Magic in Python

Discover Python's magic through a personal project, exploring advanced concepts in a fun, engaging way. Suitable for beginners to professionals, with clear explanations and practical examples.

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

A Gentle Introduction to Causal Inference

Explore causal inference techniques to uncover relationships in observational data, avoid misinterpretation pitfalls, and extract deeper insights beyond simple correlation calculations.

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

Dependency Injection - Stealing Cool Stuff from the Weird Kids

Explore dependency injection in Python: its concept, benefits, and implementation examples to enhance your engineering skills and code design.

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

From Research Project to PyPI Release

Learn to transform a research project into a publicly released Python package, covering testing, CI, documentation, and citation on Zenodo. Ideal for researchers seeking to increase impact and visibility of their work.

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