Big Data Analytics with Spark: A Practitioner's Guide to Using Spark for Large Scale Data Analysis

Author:   Mohammed Guller
Publisher:   APress
Edition:   1st ed.
ISBN:  

9781484209653


Pages:   277
Publication Date:   25 December 2015
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Big Data Analytics with Spark: A Practitioner's Guide to Using Spark for Large Scale Data Analysis


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Full Product Details

Author:   Mohammed Guller
Publisher:   APress
Imprint:   APress
Edition:   1st ed.
Dimensions:   Width: 17.80cm , Height: 1.60cm , Length: 25.40cm
Weight:   5.743kg
ISBN:  

9781484209653


ISBN 10:   1484209656
Pages:   277
Publication Date:   25 December 2015
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Chapter 1: Big Data Technology Landscape.- Chapter 2: Programming in Scala.- Chapter 3: Spark Core.- Chapter 4: Interactive Data Analysis with Spark Shell.- Chapter 5: Writing a Spark Application.- Chapter 6: Spark Streaming.- Chapter 7: Spark SQL.- Chapter 8: Machine Learning with Spark.- Chapter 9: Graph Processing with Spark.- Chapter 10: Cluster Managers.- Chapter 11: Monitoring.

Reviews

Programmers seeking to learn the Spark framework and its libraries will benefit greatly from this book. ... The book is well written, with a good balance between presenting simple computer science concepts, such as functional programming, and introducing Scala, the Spark core language. ... the book provides substantial information on cluster-based data analysis using Spark, a prominent framework used by data scientists. It is very nicely written, with interesting contemporary considerations and several source code examples. (Andre Maximo, Computing Reviews, computingreviews.com, June, 2016)


Author Information

Mohammed Guller is the principal architect at Glassbeam, where he leads the development of advanced and predictive analytics products. He is a big data and Spark expert. He is frequently invited to speak at big data–related conferences. He is passionate about building new products, big data analytics, and machine learning. Over the last 20 years, Mohammed has successfully led the development of several innovative technology products from concept to release. Prior to joining Glassbeam, he was the founder of TrustRecs.com, which he started after working at IBM for five years. Before IBM, he worked in a number of hi-tech start-ups, leading new product development. Mohammed has a master's of business administration from the University of California, Berkeley, and a master's of computer applications from RCC, Gujarat University, India.

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