EuroPython Conference Courses

Writing Faster Python 3

Learn practical techniques for optimizing Python code performance, including efficient data structures, built-in functions, and alternatives to loops, with real-world examples and benchmarks.

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

PyArrow and the Future of Data Analytics

Explore PyArrow's transformative impact on data analytics, covering its in-memory format, disk format, network protocol, dataframe library, and query engine integration with NumPy and Pandas.

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

Walk-through of Django Internals

Explore Django's inner workings, from request handling to ORM and server startup. Gain deep insights into the framework's structure and processes for better development and troubleshooting.

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

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Conference Talk