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

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

English | October 7th, 2019 | ISBN: 149204637X | 296 Pages | EPUB | 15.37 MB

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


[Fast Download] Mastering Spark with R: The Complete Guide to Large-Scale Analysis and Modeling

Related eBooks:
Multimedia Multiprocessor Systems: Analysis, Design and Management
Inside NAND Flash Memories
Human Resources Strategies: Balancing Stability and Agility in Times of Digitization
High-Performance Computing and Big Data Analysis
MPLS for Metropolitan Area Networks
Computational Intelligence Applications in Modeling and Control
Business Networking For Dummies
Combinatorial Image Analysis: 10th International Workshop, IWCIA 2004, Auckland, New Zealand
Premiere Pro CC: Visual QuickStart Guide
Software Engineering and Formal Methods: SEFM 2013 Collocated Workshops: BEAT2, WS-FMDS, FM-RAIL-Bok
WordPress For Dummies, 3rd Edition
Artificial Intelligence and Soft Computing: 18th International Conference, ICAISC 2019, Zakopane, Po
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.