Mendelevitch, Ofer,

Practical data science with Hadoop and Spark : designing and building effective analytics at scale / Designing and building effective analytics at scale Ofer Mendelevitch, Casey Stella, Douglas Eadline. - xix, 230 pages : illustrations ; 24 cm

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.

9780134024141 0134024141

2016955465


Apache Hadoop.
Spark (Electronic resource : Apache Software Foundation)


Electronic data processing--Distributed processing.
Big data--Computer programs.
COMPUTERS / Databases / Data Mining.
COMPUTERS / Databases / Data Warehousing.

QA76.9.D5 / M52 2017

005.74