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Amazon Comprehend is a natural language processing (NLP) service by AWS that uses machine learning algorithms to extract insights from text. Machine Learning accurately identifies specific items from a text and then uses the context to analyze the sentiment behind the language. This has enabled the development of intelligent applications with a better understanding of the text received. In this article, we will learn how to analyze sentiments from a piece of text using AWS services like Amazon Comprehens, AWS IAM, and Amazon S3.