EuroPython Conference Courses

Develop and Deploy a Machine Learning Pipeline in 30 Minutes with Ploomber

Learn to develop and deploy ML pipelines efficiently using Ploomber, bridging the gap between interactive data exploration and production-ready code without sacrificing development speed or reliability.

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

Learn Python Automation by Recreating Git Commit from Scratch

Explore Python automation by recreating Git's commit functionality, learning key-value storage, recursion, and utility script structuring while improving programming practices.

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

Learn CPython by Breaking It

Explore CPython internals, demystify C extensions, and gain insights into Python's inner workings. Suitable for all skill levels, with guided explanations of C code.

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

Designing Secure APIs

Improve API security design using tools and guidelines. Learn about JSON complexities, schemas, JWTs, rate-limiting, and enforcing rules with OpenAPI and static analysis tools.

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

The Myth of Neutrality - How AI is Widening Social Divides

Explores how AI systems perpetuate and amplify societal biases, examining real-world examples of algorithmic discrimination and discussing potential solutions for building more equitable AI technologies.

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

Python the Bad Parts

Explore Python's challenges and potential improvements in performance, standard library, garbage collection, and core development, with insights on future directions and community initiatives.

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

Python Data Science with VS Code and Azure

Discover how Native Notebooks in VS Code enhance data science workflows and learn to deploy machine learning models using Azure Machine Learning service for improved productivity and efficiency.

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

PyAutoFit - A Classy Probabilistic Programming Language For Data Science

Explore Bayesian inference with PyAutoFit, a probabilistic programming language for data science. Learn core features, model composition, and advanced tools for big data analysis and parallel computing.

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

Building a Clean, Maintainable and Tested Code Base

Explore best practices for clean, maintainable Python code, including type hinting, docstrings, project structure, and effective unit testing strategies with pytest.

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

Building Brain-Computer Interfaces with Timeflux

Explore brain-computer interfaces using Timeflux, covering neurophysiology basics, hardware options, and framework architecture. Learn to build processing pipelines and web interfaces for mind-controlled applications.

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

The Spec You Never Knew You Needed

Explore service level objectives and System Reliability Engineering, comparing them to functional specs for improved system performance, error handling, and data integrity.

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

Production ML Monitoring - Outliers, Drift, Explainers & Statistical Performance

Practical deep dive into advanced ML monitoring techniques, covering outliers, drift, explainers, and statistical performance for robust production deployment and scalability.

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

The Libre-SOC Project

Explore the Libre-SOC Project: an open-source initiative using Python to create a programmable, spy-free System-on-a-Chip for smartphones and computers, emphasizing transparency and user control.

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

Python Monorepos - What, Why and How

Explore the advantages of monorepos for Python codebases, including scalable management, collaboration, and effective tooling. Learn to evaluate codebase architecture choices for optimal development workflows.

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

No, Not Typing. Types.

Explore Python types through an unexpected journey of discovery, blending personal anecdotes with programming insights in this engaging EuroPython keynote.

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