Skip to content

Contact sales

By filling out this form and clicking submit, you acknowledge our privacy policy.
  • Labs icon Lab
  • A Cloud Guru
Azure icon

Create a Machine Learning Pipeline Using Azure SDK

In this hands-on lab, you will become familiar with creating a machine learning workspace, creating compute resources, and programmatically developing a multi-step pipeline in Azure Machine Learning.

Azure icon

Path Info

Clock icon Intermediate
Clock icon 1h 0m
Clock icon Jun 18, 2021

Contact sales

By filling out this form and clicking submit, you acknowledge our privacy policy.

Table of Contents

  1. Challenge

    Create a Workspace

    Create a workspace in which you will build your diabetes research pipeline. Use the same location as your lab-provided resource group for all resources.

  2. Challenge

    Create Compute Resources

    Create a compute instance to both run your Notebook and execute the pipeline workload. When prompted to choose a VM for compute, select the smallest "general purpose" machine.

  3. Challenge

    Create and Run a Pipeline

    Create a pipeline to prepare and train the diabetes data. It should include multiple steps that call Python scripts and utilize Microsoft's open diabetes dataset.

    To utilize the existing Jupyter Notebook with all of the necessary steps to create and run the pipeline already preconfigured, clone the repo from GitHub.

The Cloud Content team comprises subject matter experts hyper focused on services offered by the leading cloud vendors (AWS, GCP, and Azure), as well as cloud-related technologies such as Linux and DevOps. The team is thrilled to share their knowledge to help you build modern tech solutions from the ground up, secure and optimize your environments, and so much more!

What's a lab?

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.

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.

Start learning by doing today

View Plans