Cheuk Ting Ho
After having a career as a Data Scientist and Developer Advocate, Cheuk dedicated her work to the open-source community. Currently, she is working as AI developer advocate for JetBrains. She has 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
In this talk, we will have a deeper technical look at AI coding agents, their design, and how they can carry out coding tasks with the support of large language models. We will look at the journey from the user entering a prompt to how it converts to actions in completing the task.
After that, we will look at the impact it could make in the industry, as a developer, whether or not you should use an AI coding agent, and what a user should be cautious of when using suchan agent.
While Polars is written in Rust and has the advantages of speed and multi-threaded functionalities., everything will slow down if a Python function needs to be applied to the DataFrame. To avoid that, a Polar extension can be used to solve the problem. In this workshop, we will look at how to do it.