EuroPython Conference Courses

The Joy of Creating Art with Code

1 review

Explore generative art using Python, Processing, PyCairo, and webGL. Learn to create aesthetic visuals with algorithms, geometric patterns, and mathematical functions.

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

Earth Observation through Large Vision Models

1 review

Explore Earth observation using large vision models for infrastructure planning and disaster response. Learn to access satellite datasets, fine-tune models, and apply zero-shot classification and image translation techniques.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Building C-Apps on Python

1 review

Explore techniques for integrating C and Python to create powerful, high-performance applications with enhanced functionality and speed.

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

A Brief History of Data Storage

Explore the evolution of data storage from ancient clay tablets to modern digital solutions, examining key innovations, challenges, and future prospects in preserving human knowledge.

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

Breaking the Stereotype - Evolution & Persistence of Gender Bias in Tech

Explore the evolution of gender bias in tech, from female-dominated programming to current stereotypes, and its impact on the industry and society.

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

We Can Get More from Spatial, GIS, and Public Domain Datasets

Explore spatial data analysis and interpolation techniques using pyinterpolate for insights on rental prices, pollution mapping, and socio-economic factors at various scales.

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

Using NLP to Detect Knots in Protein Structures

Explore how NLP and machine learning detect protein knots from amino acid sequences, uncovering their impact on function and stability using Python-based tools like Biopython and Hugging Face.

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

The Challenges of Doing Infra-As-Code Without "The Cloud"

Explore challenges and solutions for implementing Infrastructure-as-Code in non-cloud environments, focusing on unique aspects and practical approaches.

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

Interactive, Animated Reports and Dashboards in Streamlit with Ipyvizzu

Create interactive, animated reports and dashboards using Streamlit and ipyvizzu. Learn to build data apps that non-data scientists can explore, enabling them to apply business expertise and find insights.

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

Unlocking the Power of What-If Analysis for BI, Data, and AI with Taipy

Explore practical implementation of what-if analysis using Taipy for data exploration and decision-making. Learn to assess outcomes by varying input parameters in datasets.

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

Dynamically Generated Methods with a Non-Generic Signature

Explore dynamic method generation in Python using Descriptors, PEP-362, and PEP-487. Learn scikit-learn's approach to attaching generated methods to classes, understanding use-cases and challenges.

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

Writing a Python Interpreter from Scratch in Half an Hour

Discover the inner workings of Python interpreters by building one from scratch, exploring syntax checking, module importing, and code execution processes.

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

An Unbiased Evaluation of Environment Management and Packaging Tools

Comprehensive comparison of Python packaging and environment management tools, offering structured insights to help developers choose the right solution for their projects.

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

Apache Arrow and Substrait - The Secret Foundations of Data Engineering

Explore Apache Arrow and Substrait's impact on data engineering, including their role in interoperability, query planning, and building efficient database systems with minimal code.

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

Stop Using Print - Understanding and Using the Logging Module

Discover the power of Python's logging module for flexible and sophisticated output management, moving beyond simple print statements for more effective debugging and monitoring.

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