Cheuk Ting Ho
After having a career in Data Scientist and Developer Relations, Cheuk dedicated her work to the open-source community and founded CMD Limes, a Python consultants cooperation. She has also co-founded Humble Data, a beginner Python workshop that has been happening around the world. She has served the EuroPython Society board for two years and is now a fellow and director of the Python Software Foundation.
Sessions
One of the challenges for a machine learning project is to deploy it. Fast API provides a fast and easy way to deploy a prototype with less software development expertise and yet allow it to be developed into a professional web service. We will look at how to do it.
In this workshop, we will cover the very basic of using PyO3 - rust library that package rust crates into Python modules. This is the most popular tool in terms of creating Python libraries with Rust.
Polars is popular these days. The code looks similar to pandas however they are different libraries. To know how to efficiently use Polars, we need to dive deeper into how these libraries are different. In this talk, we will do that and provide tips to migrate from pandas to Polars.