Featured resource
2025 Tech Upskilling Playbook
Tech Upskilling Playbook

Build future-ready tech teams and hit key business milestones with seven proven plays from industry leaders.

Check it out
  • Lab
    • Libraries: If you want this lab, consider one of these libraries.
    • AI
    • Cloud
Azure icon
Labs

Creating a Clustering Model with Azure ML Designer

In this hands-on lab, you are working as a data scientist for The Greenery, a gardening store. After an unfortunate accident where the summer intern (we'll call him Steve) spilled all the seeds on the floor, you’ve been asked to come up with a model that can be used to group together the seeds based on their features. Steve wants to make sure the seeds are sorted before the boss returns and finds the mess! You’ll use the Azure Machine Learning studio and Azure Machine Learning designer to create a clustering model that will group together similar seeds.

Azure icon
Lab platform
Lab Info
Level
Beginner
Last updated
Sep 23, 2025
Duration
1h 0m

Contact sales

By filling out this form and clicking submit, you acknowledge our privacy policy.
Table of Contents
  1. Challenge

    Open the Azure ML Studio and Create a New Dataset

    In the Azure ML studio, create a new dataset using the seed data file from Microsoft.

  2. Challenge

    Review the Dataset

    Take a look at the data you’re working with and see if there are any missing values or values that will cause issues.

  3. Challenge

    Design a Pipeline to Group Together Similar Seeds

    Using the Azure Machine Learning designer, drag and drop modules to create a pipeline that will train a model to group together seeds based on their features.

About the author

Pluralsight Skills gives leaders confidence they have the skills needed to execute technology strategy. Technology teams can benchmark expertise across roles, speed up release cycles and build reliable, secure products. By leveraging our expert content, skill assessments and one-of-a-kind analytics, keep up with the pace of change, put the right people on the right projects and boost productivity. It's the most effective path to developing tech skills at scale.

Real skill practice before real-world application

Hands-on Labs are real environments created by industry experts to help you learn. These environments help you gain knowledge and experience, practice without compromising your system, test without risk, destroy without fear, and let you learn from your mistakes. Hands-on Labs: practice your skills before delivering in the real world.

Learn by doing

Engage hands-on with the tools and technologies you’re learning. You pick the skill, we provide the credentials and environment.

Follow your guide

All labs have detailed instructions and objectives, guiding you through the learning process and ensuring you understand every step.

Turn time into mastery

On average, you retain 75% more of your learning if you take time to practice. Hands-on labs set you up for success to make those skills stick.

Get started with Pluralsight