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Classifying Content with the Natural Language API

The world is awash in content, especially written content. Google Cloud’s Natural Language API includes the ability to classify content to help manage the never-ending input of information. In this hands-on lab, you’ll use the Natural Language API to index a selection of emails and classify them into various categories.

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Labs

Path Info

Level
Clock icon Intermediate
Duration
Clock icon 45m
Last updated
Clock icon Sep 03, 2025

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Table of Contents

  1. Challenge

    Enable the API

    Enable the Natural Language API.

  2. Challenge

    Authenticate the Service Account

    Use the generated JSON file to authenticate the already created service account.

  3. Challenge

    Index the Example Files

    Use the provided Python application to index the example files.

  4. Challenge

    Query the Index

    Query the results supplied in the index via the provide Python app.

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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