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AI-102: Azure AI Services for Language Learning

Learn how Azure AI Document Intelligence and Immersive Reader can be used to analyze lesson plans and learning content for language learning solutions while minimizing development effort. Discover the power of these Azure Cognitive Services.

Table of Contents

Question

You are building a language learning solution.

You need to recommend which Azure services can be used to perform the following tasks:

  • Analyze lesson plans submitted by teachers and extract key fields, such as lesson times and required texts.
  • Analyze learning content and provide students with pictures that represent commonly used words or phrases in the text.

The solution must minimize development effort.

Which Azure service should you recommend for each task? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Analyze lesson plans:

  • Azure Cognitive Search
  • Azure AI Custom Vision
  • Azure AI Document Intelligence
  • Immersive Reader

Analyze learning content:

  • Azure Cognitive Search
  • Azure AI Custom Vision
  • Azure AI Document Intelligence
  • Immersive Reader

Answer

Analyze lesson plans: Azure AI Document Intelligence

Analyze learning content: Immersive Reader

Explanation

To analyze lesson plans submitted by teachers and extract key fields like lesson times and required texts, I recommend using Azure AI Document Intelligence. Document Intelligence, formerly known as Azure Form Recognizer, is an Azure Cognitive Service that uses AI models to extract and analyze text, key-value pairs, tables, and other structured data from documents. It supports a variety of document formats including PDFs, images, and Office documents.

With Document Intelligence, you can train custom models to recognize the specific fields and data you need from lesson plan documents. This will allow you to automatically pull out details like lesson times, required materials, learning objectives and more with high accuracy and minimal coding required. The extracted data can then be used to index and search the lessons, populate databases, or route the documents to other systems.

For analyzing the learning content itself to find and provide relevant images to students, the best fit is the Immersive Reader service. Immersive Reader is an Azure Cognitive Service designed to help readers better comprehend text through features like read-aloud, translation, picture dictionary, and more.

The picture dictionary capability of Immersive Reader is particularly useful here. It can highlight key vocabulary words and phrases in the learning content and display corresponding images when those terms are clicked. This provides visual context to help students connect words and their meanings. Immersive Reader has an extensive built-in image library, so no extra development is needed to find and map the pictures.

By leveraging the AI models and functionality of Document Intelligence and Immersive Reader, you can quickly add intelligent lesson plan processing and visual learning aids to your language learning solution without needing to build complex AI systems from scratch. This allows you to focus more on the core learning experience while still providing high-value AI-driven features.

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