|
" Learning Spark / "
Holden Karau, Andy Konwinski, Patrick Wendell, and Matei Zaharia
| Document Type
|
:
|
BL
|
| Record Number
|
:
|
643763
|
| Doc. No
|
:
|
dltt
|
| Main Entry
|
:
|
Karau, Holden
|
| Title & Author
|
:
|
Learning Spark /\ Holden Karau, Andy Konwinski, Patrick Wendell, and Matei Zaharia
|
| Edition Statement
|
:
|
First edition
|
| Page. NO
|
:
|
xvi, 254 pages :: illustrations ;; 24 cm
|
| ISBN
|
:
|
9781449358624
|
|
|
:
|
: 1449358624
|
| Notes
|
:
|
Subtitle on cover: Lightning-fast data analysis
|
|
|
:
|
Includes index
|
| Contents
|
:
|
Introduction to data analysis with Spark -- Downloading Spark and getting started -- Programming with RDDs -- Working with key/value pairs -- Loading and saving your data -- Advanced Spark programming -- Running on a cluster -- Tuning and debugging Spark -- Spark SQL -- Spark streaming -- Machine learning with MLlib
|
| Abstract
|
:
|
This book introduces Apache Spark, the open source cluster computing system that makes data analytics fast to write and fast to run. You'll learn how to express parallel jobs with just a few lines of code, and cover applications from simple batch jobs to stream processing and machine learning
|
| Subject
|
:
|
Big data
|
| Subject
|
:
|
Data mining-- Computer programs
|
| Subject
|
:
|
Spark (Electronic resource : Apache Software Foundation)
|
| LC Classification
|
:
|
QA76.9.D343K37 2015
|
| Added Entry
|
:
|
Konwinski, Andy
|
|
|
:
|
Wendell, Patrick
|
|
|
:
|
Zaharia, Matei
|
| |