Building a regression model from Azure Machine Learning in Synapse Studio

Let's now look at how you can build a regression model with Azure Synapse Studio using a Jupyter notebook and then deploy the same on the Azure Machine Learning workspace. In the previous recipe, we saw how we can build and train a machine learning model with code-less experience.

It's time to explore how we can build the regression model with Synapse Studio using the notebook experience and deploy the Studio on the Azure Machine Learning workspace.

We will be leveraging the same Spark pool to build and train the model and deploy it from the Azure Synapse workspace to the Azure Machine Learning workspace, which is linked to Synapse.

We will perform this within the same notebook experience.

Getting ready

Make sure the following have been completed before you begin:

• The Azure Machine Learning workspace in the Azure Machine Learning service in Azure, as we did in the Training a...