Practical data science with Hadoop and Spark : designing and building effective analytics at scale / Ofer Mendelevitch, Casey Stella, Douglas Eadline.
Imprint
Boston : Addison-Wesley, [2017]
Copies
Location
Call No.
Status
Female Library
QA76.9.D5 M465 2017
Available
Male Library
QA76.9.D5 M465 2017
Available
Description
xix, 230 pages : illustrations ; 24 cm.
Note
Includes index.
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.