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Hands-On Machine Learning with Azure
book

Hands-On Machine Learning with Azure

by Thomas K Abraham, Parashar Shah, Jen Stirrup, Lauri Lehman, Anindita Basak, Ryan Murphy
October 2018
Intermediate to advanced content levelIntermediate to advanced
340 pages
7h 56m
English
Packt Publishing
Content preview from Hands-On Machine Learning with Azure

Text Analytics

The Text Analytics API can be used to detect sentiment, key phrases, entities, and language from your text. The following is an example that sends an input text to the API and gets the following output in JSON format. The text was as follows: I am excited about using AI offerings by Microsoft:

{ "languageDetection": { "documents": [ { "id": "fe2529ff-073e-4355-86fa-b927d1b62a23", "detectedLanguages": [ { "name": "English", "iso6391Name": "en", "score": 1.0 } ] } ], "errors": [] }, "keyPhrases": { "documents": [ { "id": "fe2529ff-073e-4355-86fa-b927d1b62a23", "keyPhrases": [ "Microsoft's offerings", "AI space" ] } ], "errors": [] }, "sentiment": { "documents": [ { "id": "fe2529ff-073e-4355-86fa-b927d1b62a23", "score": 0.93527746200561523 ...
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Publisher Resources

ISBN: 9781789131956Supplemental Content