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Mastering Spark with R: The Complete Guide to Large-Scale Analysis and Modeling

MRP: Rs.1,050.00
Price in points: 1050 points
9789352139170
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All Indian Reprints of O'Reilly are printed in Grayscale

If you’re like most R users, you have deep knowledge and love for statistics. But as your organization continues to collect huge amounts of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large-scale data applications will learn how to use Spark from R to tackle big data and big compute problems.Authors Javier Luraschi, Kevin Kuo, and Edgar Ruiz show you how to use R with Spark to solve different data analysis problems. This book covers relevant data science topics, cluster computing, and issues that should interest even the most advanced users.

  • • Analyze, explore, transform, and visualize data in Apache Spark with R
  • • Create statistical models to extract information and predict outcomes; automate the process in production-ready workflows
  • • Perform analysis and modeling across many machines using distributed computing techniques
  • • Use large-scale data from multiple sources and different formats with ease from within Spark
  • • Learn about alternative modeling frameworks for graph processing, geospatial analysis, and genomics at scale
  • • Dive into advanced topics including custom transformations, real-time data processing, and creating custom Spark extensions

Books

Author:
Javier Luraschi
Author 2:
Kevin Kuo
Author 3:
Edgar Ruiz
Binding:
Paperback
Condition Type:
New
Country Origin:
India
Edition:
First
Gift Wrap:
N
Leadtime to ship in days (default):
Usually ships in 1-2 days
Leadtime to ship in days(if not in stock):
Usually ships in 12-15 days
Pages:
296
Publisher:
Shroff/O'Reilly
Year:
2019

Dimensions

Dimensions (W x H x D):
7 x 9 x .6 inch

Table of Contents (9789352139170_toc.pdf, 178 Kb) [Download]