EuroPython Conference Courses

Automate Cleaning Code in Few Easy Steps

Discover tools like pre-commit and Poetry to automate code cleaning, streamline development workflows, and enhance code quality in Python projects.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

Lint All the Things!

Explore how linting tools like flake8, import linter, and pre-commit can automate code conventions, improve code quality, and streamline development processes for more efficient and focused coding.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

Creating the Next Generation of Billionaires - Part 4

Explore how young people use Python to analyze real-world issues like climate change and population growth, showcasing the impact of early programming education on problem-solving skills.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

Revolutionizing Education - How Python is Essential Beyond Computer Science

Explore the integration of Python in non-computing fields, its impact on student understanding, and the potential to revolutionize education across disciplines. Gain insights from case studies and recommendations for implementation.

• YouTube
• 35 minutes
• Self-Paced
• Conference Talk

Real-Time Browser-Ready Computer Vision Apps with Streamlit

Learn to build real-time computer vision applications for browsers using Streamlit and streamlit-webrtc, with demos of object detection, speech-to-text, and style transfer.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Creating Great User Interfaces on Jupyter Notebooks with Ipywidgets

Learn to create user-friendly interfaces in Jupyter Notebooks using ipywidgets, enabling data scientists to build interactive tools without extensive front-end skills or deployment concerns.

• YouTube
• 18 minutes
• Self-Paced
• Conference Talk

Synergize AI and Domain Expertise - Explainability Check with Python

Explore model explainability using SHAP algorithm in Python, focusing on building trustworthy AI models and integrating domain expertise for practical industry applications.

• YouTube
• 27 minutes
• Self-Paced
• Conference Talk

Lessons Learnt from Building My Own Library

Insights and lessons from a developer's journey in creating a Python library, covering decision-making processes, common pitfalls, and valuable experiences for aspiring library creators.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Debugging Asynchronous Programs in Python

Explore powerful debugging techniques for asynchronous Python programs, including asyncio debug mode, tracebacks for unhandled exceptions, and monitoring tools for enhanced development efficiency.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk

Scalpel - The Python Static Analysis Framework

Explore Scalpel, a Python static analysis framework offering essential functions for developers to implement problem-focused analyzers, including control-flow graphs and scope analysis.

• YouTube
• 25 minutes
• Self-Paced
• Conference Talk

Online Voting System Used for Primary Elections for the French Presidential - Must Be Secure Right?

Analyse critique du système de vote en ligne Neovote utilisé pour les élections primaires présidentielles françaises, examinant ses revendications de sécurité et ses vulnérabilités potentielles.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

Scaling scikit-learn - Introducing New Sets of Computational Routines

Discover recent performance improvements in scikit-learn, exploring computational patterns, new routine implementations, and future hardware-specialized developments for enhanced machine learning efficiency.

• YouTube
• 32 minutes
• Self-Paced
• Conference Talk

Async Django

Explore asynchronous programming in Django, covering key concepts, tools, efficient practices, and Django's async request handling from NGINX to database operations.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

Self-Explaining APIs

Strategies and tools for creating semantically interoperable REST APIs, including contract-first development, RDF processing, and centralized catalogs. Ideal for those with API design experience.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

Memory Problems, Did Collector Forget to Clean the Garbage?

Explore Python memory management, common errors, and optimization techniques. Learn about CPython's allocation, garbage collection, and practical ways to improve code efficiency.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk