PyData 2022 September Edition

Welcome to the September Pydata Berlin edition!!

For everybody to feel safer, we recommend you test yourself against COVID-19 before coming to the event. A self-test or a rapid antigen test would suffice. And please refrain from coming to the event if you feel unwell.

Doors open at 18:45 and the pizzas will be served at 19:00. For security reasons GetYourGuide will only be able to welcome people until 19:30. If you arrive after 19:30 you will not be able to join the meetup. Please be on time!

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Talks:
Christoph Rieke
Prettymapp - Creating artsy maps with Streamlit & OpenStreetMap data
A few months I created a Streamlit app that lets anyone create beautiful maps with one click. Using this example, I'll give an introduction to Streamlit (a powerful Python framework to create web and data apps), and show how to leverage OpenStreetMap data for map creation.

Bio
Christoph is a Data Science Engineer at UP42. He works with Python to make satellite imagery and geospatial data more accessible and useful for research and commercial applications.

Break

Theodore Meynard
Software Design Pattern for Data Science
Data science work is often trying to solve unique and challenging problems. Getting inspiration from similar problems that have been solved in the past is usually very useful. It is where design patterns come into play. A design pattern is a reusable solution to a commonly occurring problem. It is not a concrete piece of code that can be used directly but identifying a pattern help understand the problem and also help build a common language around it. In this talk, I will share some specific software design concepts that data scientists can use to build better data products. I will not focus on patterns that improve the performance of your model (you can already find a lot about it online) but on the ones that will help you bring your model to production.

Bio
Theodore Meynard is a data scientist at GetYourGuide. He works on our ranking algorithm to help customers to find the best activities to book and locations to explore. When he is not programming, he loves riding his bike looking for the best bakery-patisserie in town.

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