EuroPython Conference Courses

How to Use Pandas the Wrong Way

Explore common pitfalls in pandas usage, focusing on performance and robustness. Learn efficient indexing, data type handling, and optimized group operations for better data manipulation.

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

Facing the Challenge of Climate Change with Xarray and Dask

Explore climate data analysis using xarray and Dask, leveraging Python's scientific ecosystem to process and visualize complex climate forecasts and projections from the Copernicus Climate Change Service.

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

Big Data Analytics at the MPCDF - GPU Crystallography with Python

Explore GPU-accelerated Python for big data analytics in atom probe crystallography, focusing on Fourier spectral analysis, scalability across multiple GPUs, and interactive visualization techniques.

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

Taking the Hipster out of Streaming

Explore real-time financial data processing techniques using Python, focusing on ingesting, stitching, and analyzing vast datasets from global markets with varying formats and frequencies.

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

Realtime Distributed Computing at Scale - Storm and Streamparse

Explore realtime distributed computing using Apache Storm and streamparse in Python. Learn to handle high-volume data processing with low latency and high availability, suitable for large-scale production environments.

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

Modern Continuous Delivery for Python Developers

Explore modern deployment techniques for Python, focusing on avoiding vendor lock-in and creating flexible, future-proof setups for seamless transitions between cloud platforms.

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

Astro Pi - Python on the International Space Station

Explore Python programming on the International Space Station with Astro Pi, a collaboration between Raspberry Pi Foundation and ESA, offering exciting opportunities for students to conduct space experiments.

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

Parallel Computing in Python - Current State and Recent Advances

Explore Python's parallel computing landscape, from low-level interfaces to high-level libraries, and learn about recent advances in shared memory management and object serialization.

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

From HTTP to Kafka-based Microservices

Explore the transition from HTTP to Kafka-based microservices, discussing challenges, solutions, and benefits of asynchronous communication in Python-based systems.

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

Zen of Python Dependency Management

Explore modern Python dependency management using pyproject.toml, comparing tools like Poetry, Hatch, and Pipenv. Learn to simplify project setup and ensure reliable, repeatable installations.

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

Optimizing Docker Builds for Python Applications

Discover techniques to optimize Docker builds for Python apps, focusing on speeding up the process and reducing image size for both development and production environments.

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

Python Standard Library - The Hidden Gems

Discover lesser-known Python Standard Library modules and functions, exploring practical examples and recipes to enhance your coding skills and leverage built-in solutions for common tasks.

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

How We Run GraphQL APIs in Production on Our Kubernetes Cluster

Discover the workflow and tools for building, deploying, and operating GraphQL APIs on Kubernetes. Learn from Numberly's transition experience and gain insights into cluster design and developer processes.

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

UseFlask - Or How to Use a React Frontend for Your Flask App

Integrating React frontend with Flask backend: modern JS tools, RESTful API communication, and maintaining Flask features in client-side code using React hooks.

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

And Now for Something Completely Different

Demystifying regex: Learn how regex engines work, understand their structure, and gain practical insights to create more effective patterns for text transformation and searching.

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