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

By: Mendelevitch, Ofer.
Contributor(s): Stella, Casey [] | Eadline, Doug, 1956- [].
Material type: materialTypeLabelBookSeries: Addison Wesley Data and Analytics Series. Publisher: Boston : Addison-Wesley, [2017]Copyright date: ©2017Description: xix, 230 pages : illustrations ; 24 cm.Content type: text Media type: unmediated Carrier type: volumeISBN: 9780134024141 (paperback); 0134024141.Other title: Designing and building effective analytics at scale.Subject(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
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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Item type Current location Call number Copy number Status Notes Date due Barcode Item holds
Books Books Institute of Technology Library
QA 76.9.D5 M46 2017 (Browse shelf) c.1 Available Requested by College of Computer and Information Sciences 17-030675
Books Books Main Library: Circulation Section
QA 76.9.D5 M46 2017 (Browse shelf) c.1 Available Requested by College of Computer and Information Sciences 17-030671
Books Books Main Library: Circulation Section
QA 76.9.D5 M46 2017 (Browse shelf) c.2 Available Requested by College of Computer and Information Sciences 17-030672
Books Books Main Library: Circulation Section
QA 76.9.D5 M46 2017 (Browse shelf) c.3 Available Requested by College of Computer and Information Sciences 17-030673
Books Books Main Library: Circulation Section
QA 76.9.D5 M46 2017 (Browse shelf) c.4 Available Requested by College of Computer and Information Sciences 17-030674
Total holds: 0

Includes index.

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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