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Machine Learning with Apache Spark Quick Start Guide

You're reading from   Machine Learning with Apache Spark Quick Start Guide Uncover patterns, derive actionable insights, and learn from big data using MLlib

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Product type Paperback
Published in Dec 2018
Publisher Packt
ISBN-13 9781789346565
Length 240 pages
Edition 1st Edition
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Author (1):
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Jillur Quddus Jillur Quddus
Author Profile Icon Jillur Quddus
Jillur Quddus
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Toc

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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