Hands-On LabBeginner

Sentiment Analysis with Azure AI Language Service

Learn to provision Azure AI Language resources and perform sentiment analysis and opinion mining using Azure AI Language Studio.

Browse all labs
60 minEstimated time
3Guided steps
AutoVerification
IsolatedSandbox
Sentiment Analysis with Azure AI Language Service

Lab overview

Azure AI Language is a cloud-based service that provides advanced natural language processing capabilities, such as sentiment analysis, key phrase extraction, and entity recognition. This service empowers organizations and individuals to unlock insights from unstructured text, enabling smarter decision-making and more intelligent applications.

In this lab, you will create an Azure AI Language resource in the Azure Portal and use Azure AI Language Studio to perform sentiment analysis and opinion mining on sample text data. You'll learn how to provision language resources, explore their features, and analyze text for sentiment and opinions.

Objectives

Upon completion of this beginner level lab, you will be able to:

  • Provision an Azure AI Language resource in the Azure Portal
  • Explore and understand the key features of Azure AI Language
  • Use Azure AI Language Studio to perform sentiment analysis and opinion mining
  • Interpret sentiment analysis results and understand their practical applications

Who is this lab for?

This lab is designed for:

  • Candidates for Azure AI Engineer (AI-102) Exam
  • Cloud engineers and solution architects
  • Data analysts and AI/ML practitioners
  • Developers interested in natural language processing

Verified against your live environment

An automated validation engine inspects your actual resources and configurations as you work. Completion means the task was performed — not multiple choice, real-world proficiency.

[CHECK] validation_activelive
Inspecting deployed resources...
Verifying configuration state...
✓ Step requirements satisfied

More labs like this

30 minutes

Getting Started with Optical Character Recognition (OCR) using Azure AI Vision Service

Extract text from images using Azure AI Vision OCR and Vision Studio in a hands-on beginner lab.

1 hour

Deploy and Explore Azure AI Translator Service for Real Time Multilingual Text Translation

Deploy and explore Azure AI Translator Service for real-time multilingual text translation using Azure portal.

1 hour

Analyze Text Using Azure AI Language SDK in Python

Learn to extract key phrases, recognize entities, and detect PII in text using Azure AI Language SDK in Python for document analysis and privacy compliance.

Related reading

Azure Compute Services Compared — VMs vs. App Service vs. Functions vs. Container AppsA practical comparison of Azure VMs, App Service, Functions, and Container Apps — what each does, what it costs, and when to use it.Azure AI Services Explained: A Beginner's Map to Vision, Speech, Language, and OpenAIA beginner's map to Azure AI Services. What Vision, Speech, Language, Content Safety, and Azure OpenAI each do, when to use them, and a week-by-week path with hands-on labs to start building today.What is Azure Service Bus and When Do You Need It?Learn what Azure Service Bus is, how queues and topics work, how it compares to Event Grid, Event Hubs, and Storage Queues, and when to use each one.
PremiumIncluded in Premium
Duration
60 min
Steps
3

Environment

Live Cloud Environment

Every lab includes

  • Real environment, pre-credentialed
  • Automated checks on every step
  • Isolated sandbox, auto cleanup
  • AI-recommended next steps

Lab curriculum

  1. 01

    Logging into Azure Account using Azure Portal

  2. 02

    Creating an Azure AI Language resource

    1 automated check

  3. 03

    Sentiment Analysis using Language Studio

Skills validated

Language

Not the lab you were looking for?

Browse 150+ hands-on labs across AWS, Azure, Kubernetes, Docker, and cloud security.

Explore the catalog