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Machine Learning for Business
book

Machine Learning for Business

by Richard Nichol, Doug Hudgeon
January 2020
Intermediate to advanced
280 pages
9h 22m
English
Manning Publications
Audiobook available
Content preview from Machine Learning for Business

Chapter 4. Should an incident be escalated to your support team?

This chapter covers

  • An overview of natural language processing
  • (NLP)
  • How to approach an NLP machine learning scenario
  • How to prepare data for an NLP scenario
  • SageMaker’s text analytics engine, BlazingText
  • How to interpret BlazingText results

Naomi heads up an IT team that handles customer support tickets for a number of companies. A customer sends a tweet to a Twitter account, and Naomi’s team replies with a resolution or a request for further information. A large percentage of the tweets can be handled by sending links to information that helps customers resolve their issues. But about a quarter of the responses are to people who need more help than that. They need to feel ...

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Publisher Resources

ISBN: 9781617295836Publisher SupportPublisher Website