A presentation on the complexities and subtleties of modelling discrete choice scenarios e.g. estimating the impact of pricing shifts on market share in a product choice offerings. We will discuss the history and uses of these types of models in marketing and upsell contexts. We will show how to...

   In , sick of my banking job, I took on a small gig to rewrite financial algorithms in a parallel Python library called Numba for GPU. Only problem was that I didn rsquo;t know anything about parallel processing or Python or own a GPU. But I took the job anyway, figuring how hard could it be It...

   Stephen McCullough: Leveraging AWS SageMaker for Scalable AI Deployment with Python: A Real World Journey The power of artificial intelligence AI has been unleashed across various domains, driving numerous innovative solutions. However, the process of building, training, and deploying machine...

   Calling Rust from Python: A Gentle Introduction to PyO Rust is rapidly gathering momentum in the Developer Ecosystem. Microsoft, Amazon and Google and starting to invest in the language. So, what’s in it for us Pythonistas In this talk we cover how to call Rust from Python and take advantage of...

   Rodrigo mathspp.com Descriptors are one of those things that many don’t even bother to learn because they look confusing. Thankfully for you, I figured out how descriptors work minutes ago, so there is no one better prepared to teach you descriptors than someone who just learned how they...

   What’s New in SQLAlchemy : In this session I will introduce developers, data engineers, and database enthusiasts to the new version release of SQLAlchemy, the most advanced and versatile database library in the Python ecosystem.

   Using Static Analysis to Elevate Your Python Code: Static Analysis is a software testing method that checks your code for maintainability issues and security vulnerabilities without needing to execute your code. While Static Analysis tools have existed for some time, modern tools have adapted to...

   How I Learned to Stop Worrying and Love Type Annotation: Type Annotation is one of the greatest features to be added to the Python language in many years. It has revolutionised programming in Python for many engineers. It has made it possible for many great packages to exist. In this talk I will...

   quot;Integration tests are like throwing a wild party with all your friends, hoping everything goes smoothly. Contract testing is more like a civilized tea party, where everyone agrees on the rules and sips their code gracefully. quot; Let’s get an overview on how to use contract testing to break...

   Pessimism, optimism, realism and Django database concurrency Most developers know a thing or two about multi threading and concurrent programming. But the database often is treated as a black box not behaving as we expect it to and leading to weird bugs. We will look at concurrency in the database...

   Lightning Talks: An opportunity to give a minute talk on anything with some relationship to Python Sat : pm : pm

   Child Prodigies and Figure Salaries Discussing Realist Methods and Goals in Python Education Have you ever tried to teach your children programming Do you have friends trying to learn as an adult Are you an adult career switcher With so many resources for people getting started in...

   NiceGUI is an intuitive, open source UI framework that elegantly renders within your web browser. Tailored for everything from micro web apps and dashboards to robotics projects, smart home solutions, and even full fledged web applications, it’s a perfect fit for a broad range of development needs....

   The Standard Library Tour is designed to provide attendees with an understanding of Python’s standard library less known features. Have you ever found yourself writing complex code only to discover that Python has tools available within its library that could have made your job easier Then this...

   Social media is changing and hopefully for the better. ActivityPub is an open, decentralized social networking protocol, and forms the basis for the new wave of Federated social networks. With many current social media groups either paywalling, restricting or shutting down API entirely,...