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Analyzing Text with Text Analytics on Azure

In this hands-on lab, you’ll use a pre-provided command line application to utilize Azure AI Language to analyze text for positivity, key phrases, and entities.

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Labs

Path Info

Level
Clock icon Beginner
Duration
Clock icon 45m
Last updated
Clock icon Sep 01, 2025

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Table of Contents

  1. Challenge

    Look at the example reviews below and sign into the Azure portal

    For instructions, look at the Guide or the videos!

    Review #1
    I was at this restaurant in Chicago on March 12th, all I have to say is WOW! Such fantastic food, there is a 99% chance I'll be back again!

    Review #2
    I ate here on May 17th, and it was rough. The food came out cold, the waiter was a bit of a jerk, and I just didn't like it. I won't be coming back here again.

    Make some guesses about what the sentiment score might be, along with what key phrases or entities might come back.

    Login to the Azure portal using the credentials provided on the lab page

  2. Challenge

    Open the cloud shell

    If you are unfamiliar with the cloud shell, it is the first icon to the right of the search bar. It looks like a command prompt icon.

  3. Challenge

    Prepare the application

    • Clone the GitHub repository that contains the text analytics application.
    • Install application requirements.

    (For the specific instructions and commands, see the Guide!)

  4. Challenge

    Modify the pre-provided command line application

    • Put the key into the Python code.
    • Copy in the Azure AI endpoint into the Python code as well.

    (See the Guide or video for the specific instructions and code!)

  5. Challenge

    Run the application and analyze the reviews

    Run the application by using the following command:

    Review results of the text analysis

Pluralsight Skills - Labs - Pluralsight
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Pluralsight Skills

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.

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.
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