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Azure Labs
Labs badge iconLAB

Build, Train, and Evaluate a Classification Model with Azure

In this lab, you’ll practice how to build, train, and evaluate a classification model with Azure. When you are finished, you’ll have a classification machine learning model that is ready to be deployed.

* Our Labs are Available for Enterprise and Professional plans only.
Terms and conditions apply.
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Labs - Build, Train, and Evaluate a Classification Model with Azure

Lab info

Rating (71)
Level
Beginner
Duration
1h 15m
Released
Jan 31, 2022

Lab author

Lab Author: Mohammed Osman
Mohammed Osman
Mohammed Osman is a senior software engineer who started coding at the age of 13. Mohammed worked in various industries, including telecommunication, accounting, banking, health, and assurance. Mohammed's core skillset is a .NET ecosystem with a strong focus on C#, Azure, and Data Science. Mohammed also enjoys the soft-side of software engineering and leads scrum teams. Mohammed runs a blog with the message "Making your code smart and your career smarter." He shares tips and techniques to improv... moree your code and valuable career pieces of advice in his blog.
  • Table of contents
  • What's a lab?
  • Prerequisites
Challenge

Access the Azure Machine Learning Studio

You'll access the Azure Machine Learning studio.

Challenge

Create a Compute Cluster

You'll create an Azure compute cluster.

Challenge

Upload a Dataset

You'll upload the diabetes dataset to the Azure machine learning studio.

Challenge

Explore the Dataset

You'll explore the statistical properties of the diabetes dataset.

Challenge

Prepare the Training Pipeline

You'll prepare the machine learning training pipeline.

Challenge

Build the Machine Learning Pipeline

You'll build the machine learning classification model.

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Provided environment for hands-on practice

We will provide the credentials and environment necessary for you to practice right within your browser.

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Guided walkthrough

Follow along with the author’s guided walkthrough and build something new in your provided environment!

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Did you know?

On average, you retain 75% more of your learning if you get time for practice.

Recommended prerequisites

  • Machine Learning
  • Azure

Start learning by doing today

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With your Pluralsight plan, you can:

With your 30-day pilot, you can:

  • Access thousands of videos to develop critical skills
  • Give up to 10 users access to thousands of video courses
  • Practice and apply skills with interactive courses and projects
  • See skills, usage, and trend data for your teams
  • Prepare for certifications with industry-leading practice exams
  • Measure proficiency across skills and roles
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