hands-on lab

Creating a Classification Model with AutoML in Azure Machine Learning Studio

Difficulty: Beginner

Duration: Up to 2 hours and 30 minutes

Students: 793

Rating: 4.7/5

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Get guided in a real environmentPractice with a step-by-step scenario in a real, provisioned environment.

Learn and validateUse validations to check your solutions every step of the way.

See resultsTrack your knowledge and monitor your progress.

Description

Automated Machine Learning significantly reduces the amount of time and skill required to develop a production-ready model. It rapidly iterates over the various combinations of algorithms and hyperparameters and provides a recommendation on the most optimal model for a given dataset. Automated ML is based on breakthrough research from the Microsoft Research division. Experiments can be processed on various different types of computing resources such as Virtual Machines and Kubernetes that can either be local or in the cloud.

In this lab, you will create a predictive classification model with Azure's Automated Machine Learning service to quickly discover the most optimal model for a dataset.