Building a classifier model - Github Copilot Tutorial

Hi everyone, and welcome to the third episode of Learning AI with GitHub Copilot. I'm Carlotta Castelluccio, Cloud Advocate at Microsoft and today I'm going to show you how GitHub Copilot can help you get started with Python and build a machine learning model from scratch with a custom data set. We have seen in the previous episode how GitHub Copilot can be helpful to answer specific questions about machine learning fundamentals. Now let's see if you can rely on it also to write a code of a simple demo. Now for this demo, I will be using a very cute data set, which is the penguins data set, storing data collected by scientists about different species of penguins. It is very popular in the data science domain and widely used to get started building classification model. And starting from this data set, we want to build a classification model able to predict which species a penguin belongs to, starting from a series of features. Great. Now let's start building our machine learning demo…