Practical data science with Hadoop and Spark : designing and building effective analytics at scale / Ofer Mendelevitch, Casey Stella, Douglas Eadline.

By: Mendelevitch, Ofer [author.]Contributor(s): Stella, Casey [author.] | Eadline, Doug, 1956- [author.]Material type: Text

TextPublisher: Boston : Addison-Wesley, [2017]Copyright date: ©2017Description: xix, 230 pages : illustrations ; 24 cmContent type: text Media type: unmediated Carrier type: volumeISBN: 9780134024141; 0134024141Other title: Designing and building effective analytics at scaleSubject(s): Apache Hadoop | Spark (Electronic resource : Apache Software Foundation) | Electronic data processing -- Distributed processing | Big data -- Computer programs | COMPUTERS / Databases / Data Mining | COMPUTERS / Databases / Data WarehousingDDC classification: 005.74 LOC classification: QA76.9.D5 | M52 2017

Contents:

I. Data science with Hadoop : an overview. Introduction to data science ; Use cases for data science ; Hadoop and data science -- II. Preparing and visualizing data with Hadoop. Getting data into Hadoop ; Data munging with Hadoop ; Exploring and visualizing data -- III. Applying data modeling with Hadoop. Machine learning with Hadoop ; Predictive modeling ; Clustering ; Anomaly detection with Hadoop ; Natural language processing ; Data science with Hadoop : the next frontier.

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Holdings
Item type	Current library	Call number	Copy number	Status	Date due	Barcode
AAMUSTED Books	AAMUSTED LIBRARY, KUMASI Reserve Book Shelf	QA76.9.D5 M52 2017 (Browse shelf(Opens below))	1	Available		0000010529

Includes index.

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