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Build a REST API Using Python and Deploy it to Microsoft Azure

Azure Text Analytics Cognitive API

Explore the Azure Text Analytics Cognitive API to analyze text with sentiment analysis, key phrase extraction, language detection, and named entity recognition. Understand how to create and configure the Azure resource to implement these features in your applications.

We'll cover the following...

The Text Analytics Cognitive API

The Text Analytics API is a cloud-based service that provides advanced natural language processing over raw text and includes the following four main functions:

  • Sentiment Analysis
  • Key Phrase Extraction
  • Named Entity Recognition
  • Language Detection

This service is a part of one of the cognitive services from Microsoft Azure. In this course, we are going to use this service to identify sentiments and extract key phrases from a list of texts. Let us quickly discuss these four use-cases and then we will start with our project.

Sentiment analysis

With sentiment analysis we can find out what people ...