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Machine Learning with Apache Spark Quick Start Guide

You're reading from  Machine Learning with Apache Spark Quick Start Guide

Product type Book
Published in Dec 2018
Publisher Packt
ISBN-13 9781789346565
Pages 240 pages
Edition 1st Edition
Languages
Author (1):
Jillur Quddus Jillur Quddus
Profile icon Jillur Quddus

NLP

NLP refers to a family of computer science disciplines, including machine learning, linguistics, information engineering, and data management, used to analyze and understand natural languages, including speech and text. NLP can be applied to a wide variety of real-world use cases, including the following:

  • Named entity recognition (NER): Automatically identifying and parsing entities from text, including people, physical addresses, and email addresses
  • Relationship extraction: Automatically identifying the types of relationships between parsed entities
  • Machine translation and transcription: Automatically translating from one natural language to another, for example, from English to Chinese
  • Searching: Automatically searching across vast collections of structured, semi-structured, and unstructured documents and objects in order to fulfill a natural language query
  • Speech recognition...
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