Knowledge Discovery Using Big Data Analytics: With Practical Approach on Hadoop - Couverture souple

Agarwal, Ruchi; Vats, Satvik; Singh, Sunny

 
9783659906244: Knowledge Discovery Using Big Data Analytics: With Practical Approach on Hadoop
Couverture souple
ISBN 10 : 3659906247 ISBN 13 : 9783659906244
Editeur : LAP LAMBERT Academic Publishing, 2016

Synopsis

In the present scenario, Hadoop is just like the kernel for big data, having distributed storage and compute capabilities to handle structured/semi-structured/unstructured data. Hadoop framework is also utilized for data warehousing and in the field of data science, which makes new informative discoveries about data. In this book two advanced algorithm named as K-Means Clustering and Frequent Item sets mining are applied on Hadoop MapReduce environment, which presents them in a problem/solution format. Predictive analysis of the output is done with the help of Tableau. Each problem is explored step by step, which automatically helps the reader in growing more comfortable with Hadoop in the world of big data. This hand book helps the reader to demonstrate how the real world data is handled using hadoop framework. It also helps readers in understanding the basic concepts of MapReduce and Hadoop Distributed File System (HDFS).

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2016
Langue
anglais
ISBN 10 
3659906247
ISBN 13 
9783659906244
Reliure
Broché
Nombre de pages
84
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
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