Build, Train, and Evaluate a Regression Model with Azure
In this lab, you’ll practice using Azure Machine Learning to build and train a regression model. When you’re finished with this lab, you’ll have a complete understanding of using Azure Machine Learning Studio to build a pipeline to perform data preparation and model training and evaluation.
Terms and conditions apply.
Challenge
Create a Compute Target in Azure ML Studio
Create a scalable cluster as a compute target to build and execute a pipeline in Azure ML.
Challenge
Create Dataset in Azure ML Studio
Register and analyse the data as an asset in Azure ML Studio.
Challenge
Perform Data Exploration in Azure ML
Analyse the data and build a designer pipeline to perform data preparation in Azure ML.
Challenge
Model Training and Evaluation in Azure ML Studio
Train, score and evaluate the regression model.
Provided environment for hands-on practice
We will provide the credentials and environment necessary for you to practice right within your browser.
Guided walkthrough
Follow along with the author’s guided walkthrough and build something new in your provided environment!
Did you know?
On average, you retain 75% more of your learning if you get time for practice.
Recommended prerequisites
- This lab has no prerequisites.