Ashish Gupta

Apache Mahout Clustering Designs (eBook, PDF)

• Format: PDF

Produktbeschreibung

As more and more organizations are discovering the use of big data analytics, interest in platforms that provide storage, computation, and analytic capabilities has increased. Apache Mahout caters to this need and paves the way for the implementation of complex algorithms in the field of machine learning to better analyse your data and get useful insights into it.
Starting with the introduction of clustering algorithms, this book provides an insight into Apache Mahout and different algorithms it uses for clustering data. It provides a general introduction of the algorithms, such as K-Means, Fuzzy K-Means, StreamingKMeans, and how to use Mahout to cluster your data using a particular algorithm. You will study the different types of clustering and learn how to use Apache Mahout with real world data sets to implement and evaluate your clusters.
This book will discuss about cluster improvement and visualization using Mahout APIs and also explore model-based clustering and topic modelling using Dirichlet process. Finally, you will learn how to build and deploy a model for production use.

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Produktdetails

• Verlag: Packt Publishing
• Seitenzahl: 130
• Erscheinungstermin: 8. Oktober 2015
• Englisch
• ISBN-13: 9781783284443
• Artikelnr.: 56793446

Autorenporträt

Ashish Gupta is an aspiring children's book writer, or one might say, a translator of the stories lived and narrated by his two kids. Believing in the adage that 'books are your best friends,' reading and narrating stories became a cherished ritual in his household. Inspired by this, Ashish writes about the simplest pleasures of life: travel tales and the time he enjoys with his lovely wife, daughter, and son.In another aspect of his life, Ashish holds an MBA in Finance and works as a Financial Technology Advisor in one of the Big 4 firms in Houston, Texas, USA.