January 19, 2022

Creating an experiment in Azure ML using SDK

Very often I get asked if there are different ways to run experiments in Azure, newest bloggers tend to explain a lot about AutoML and the Machine Learning designer, those are great ways to start.  However if you come from a programming background, we want to know all the details and we want to be able to know all the little details that we can do via code in order to improve the model accuracy if thats what you are measuring.

In this video, I quickly explain how to create an experiment from the ground up, how to use the diabetes dataset, and how to create a model with different alpha values for the Ridge  Regression algorithm.

At the end we select the best model and download to be reused later.

Video here: