How to Create an Azure Machine Learning Workspace

In this post, we will look at how to create an Azure Machine Learning workspace. First, sign into https://portal.azure.com/ and search for and select Machine Learning: Click Add: Give the workspace a name and select any other properties: Select the workspace edition – Basic or Enterprise: We will create a Basic workspace first, then upgrade to an Enterprise one. Click on Go to Resource. You will see below the workspace ready: … Continue reading How to Create an Azure Machine Learning Workspace

How to Deploy an Azure ML Experiment to a Web Service

In a previous post, we created an Income Prediction experiment in Azure ML. Let’s now look at how to deploy this to a web service. In Azure ML Studio, in our experiment, select Setup Web Service: And then Predictive Web Service: We get a Predictive experiment tab created, with Web service input and Web Service output nodes added: Select Columns in a dataset: Join Connect Columns in Dataset to Adult Census … Continue reading How to Deploy an Azure ML Experiment to a Web Service

Creating an Income Prediction Azure ML Experiment in Azure ML Studio

In this post, we will look at how to create an Income Prediction model in Azure ML. We will use samples from Microsoft Azure and follow the Azure ML learning example. First, log into Azure ML Studio and select New to create a new Experiment: Go to Experiment and then Blank Experiment: Give the experiment a name: Next, we will need some data. In the search bar, type in “Income”, … Continue reading Creating an Income Prediction Azure ML Experiment in Azure ML Studio