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hands-on lab

Predict Income Levels Using Azure Machine Learning Studio

Difficulty: Beginner
Duration: Up to 50 minutes
Students: 660
Rating: 4.9/5
This lab is currently under maintenance. You can start the lab, but some instructions and screenshots may be inaccurate. We are actively working to resolve this issue and we apologize for any inconvenience.

This lab has been outdated due to Microsoft deprecating creating new Machine Learning Studio (classic) resources. A new lab, Predict Income Levels Using Azure Machine Learning Designer, has been created using the new generation of Machine Learning Studio. 

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Description

Beginning 1st December 2021, Microsoft has deprecated creating new Machine Learning Studio (classic) resources. Please refer to the Migrate to Azure Machine Learning documentation for more information. 

Lab Overview

Microsoft Azure Machine Learning Studio is a drag-and-drop tool that allows you to visually and collaboratively build, test, and deploy machine learning models. In this Lab, you will predict income levels using census data and compare the performance of two trained models in Azure Machine Learning Studio. You will see how easy it is to build powerful models without having to write a single line of code!

Lab Objectives

Upon completion of this Lab you will be able to:

  • Build and evaluate machine learning models with Azure Machine Learning Studio Experiments
  • Compare models from within Azure Machine Learning Studio
  • Explore datasets visually using Azure Machine Learning Studio

Lab Prerequisites

You should be familiar with:

  • Navigating the Azure Portal

Lab Environment

Before completing the Lab instructions, the environment will look as follows:

After completing the Lab instructions, the environment should look similar to:

Covered topics

Microsoft Azure
Artificial Intelligence for Azure
Azure Machine Learning Studio
Machine Learning for Azure
Machine Learning
Artificial Intelligence
Hands-on Lab UUID

Lab steps

0 of 6 steps completed.Use arrow keys to navigate between steps. Press Enter to go to a step if available.
  1. Logging in to the Microsoft Azure Portal
  2. Connecting to Azure Machine Learning Studio
  3. Creating an Experiment to Predict Income Levels
  4. Performing the Experiment to Predict Income Levels
  5. Comparing to a Model Trained with a Subset of Features
  6. Deleting the Experiment

Lab Rules