Big Data Analytics with R

Lingua: inglese

Editore: Packt Publishing Limited, GB, 2016

1786466457 / 9781786466457

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Utilize R to uncover hidden patterns in your Big DataAbout This Book. Perform computational analyses on Big Data to generate meaningful results. Get a practical knowledge of R programming language while working on Big Data platforms like Hadoop, Spark, H2O and SQL/NoSQL databases, Explore fast, streaming, and scalable data analysis with the most cutting-edge technologies in the marketWho This Book Is ForThis book is intended for Data Analysts, Scientists, Data Engineers, Statisticians, Researchers, who want to integrate R with their current or future Big Data workflows.It is assumed that readers have some experience in data analysis and understanding of data management and algorithmic processing of large quantities of data, however they may lack specific skills related to R.What You Will Learn. Learn about current state of Big Data processing using R programming language and its powerful statistical capabilities. Deploy Big Data analytics platforms with selected Big Data tools supported by R in a cost-effective and time-saving manner. Apply the R language to real-world Big Data problems on a multi-node Hadoop cluster, e.g. electricity consumption across various socio-demographic indicators and bike share scheme usage. Explore the compatibility of R with Hadoop, Spark, SQL and NoSQL databases, and H2O platformIn DetailBig Data analytics is the process of examining large and complex data sets that often exceed the computational capabilities. R is a leading programming language of data science, consisting of powerful functions to tackle all problems related to Big Data processing.The book will begin with a brief introduction to the Big Data world and its current industry standards. With introduction to the R language and presenting its development, structure, applications in real world, and its shortcomings. Book will progress towards revision of major R functions for data management and transformations. Readers will be introduce to Cloud based Big Data solutions (e.g. Amazon EC2 instances and Amazon RDS, Microsoft Azure and its HDInsight clusters) and also provide guidance on R connectivity with relational and non-relational databases such as MongoDB and HBase etc. It will further expand to include Big Data tools such as Apache Hadoop ecosystem, HDFS and MapReduce frameworks. Also other R compatible tools such as Apache Spark, its machine learning library Spark MLlib, as well as H2O.Style and approachThis book will serve as a practical guide to tackling Big Data problems using R programming language and its statistical environment. Each section of the book will present you with concise and easy-to-follow steps on how to process, transform and analyse large data sets.…

Codice articolo LU-9781786466457

Titolo
Big Data Analytics with R
Autore
Simon Walkowiak
Editore
Packt Publishing Limited, GB
Anno di pubblicazione
2016
Condizione
New
Rilegatura
Paperback
Lingua
inglese
ISBN 10
1786466457
ISBN 13
9781786466457
Dimensioni
19.05 x 2.9 x 23.5 cm

Rarewaves.com USA

London, London, Regno Unito

Venditore con 5 stelle

Venditore AbeBooks dal 11 giugno 2025

Tariffe di spedizione da Regno Unito a U.S.A.

ArticoloDa 9 a 14 giorni lavorativiDa 9 a 14 giorni lavorativi
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