Introducing data science

Introducing data science: big data, machine learning, and more, using Python tools

by Cielen, Davy

Type Book
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"Introducing Data Science explains vital data science concepts and teaches you how to accomplish the fundamental tasks that occupy data scientists. You'll explore data visualization, graph databases, the use of NoSQL, and the data science process. You'll use the Python language and common Python libraries as you experience firsthand the challenges of dealing with data at scale. Discover how Python allows you to gain insights from data sets so big that they need to be stored on multiple machines…

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Title Statements

  • Full title :Introducing data science : big data, machine learning, and more, using Python tools / Davy Cielen, Arno D.B. Meysman, Mohamed Ali.

Summary

"Introducing Data Science explains vital data science concepts and teaches you how to accomplish the fundamental tasks that occupy data scientists. You'll explore data visualization, graph databases, the use of NoSQL, and the data science process. You'll use the Python language and common Python libraries as you experience firsthand the challenges of dealing with data at scale. Discover how Python allows you to gain insights from data sets so big that they need to be stored on multiple machines, or from data moving so quickly that no single machine can handle it. This book gives you hands-on experience with the most popular Python data science libraries, Scikit-learn and StatsModels"--Back cover

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Edition Statements

  • Publication Date:©2016

Publication Statements

  • Publisher(s):Manning Publications
  • Place of Publication:Shelter Island, NY
  • Language:eng
  • Publication Date:©2016

Notes

Includes index.

The Physical Object

  • Description:1 online resource (1 volume) : : illustrations

Edition Identifiers

  • ISBN:9781633430037, 1633430030, 9781638352495, 1638352496
  • oclc:ocn954339857
  • LC Classification:QA76.9.D343
  • Dewey Decimal:006.3/12

Table of Contents

Data science in a big data world -- The data science process -- Machine learning -- Handling large data on a single computer -- First steps in big data -- Join the NoSQL movement -- The rise of graph databases -- Text mining and text analytics -- Data visualization to the end user.

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Subjects

Apprentissage automatique Big data Data Mining Données volumineuses Exploration de données (Informatique) Machine learning Python Python (Computer program language) Python (Langage de programmation)

Writers

Cielen, Davy Ali, Mohamed Meysman, Arno

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