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Scala and Spark for Big Data
Analytics
Tame big data with Scala and Apache Spark!
Md. Rezaul Karim
Sridhar Alla
BIRMINGHAM - MUMBAI
Scala and Spark for Big Data Analytics
Copyright © 2017 Packt Publishing
All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or
transmitted in any form or by any means, without the prior written permission of the
publisher, except in the case of brief quotations embedded in critical articles or reviews.
Every effort has been made in the preparation of this book to ensure the accuracy of the
information presented. However, the information contained in this book is sold without
warranty, either express or implied. Neither the authors, nor Packt Publishing, and its
dealers and distributors will be held liable for any damages caused or alleged to be caused
directly or indirectly by this book.
Packt Publishing has endeavored to provide trademark information about all of the
companies and products mentioned in this book by the appropriate use of capitals.
However, Packt Publishing cannot guarantee the accuracy of this information.
First published: July 2017
Production reference: 1210717
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham
B3 2PB, UK.
ISBN 978-1-78528-084-9
www.packtpub.com
Credits
Authors
Md. Rezaul Karim
Sridhar Alla
Copy Editor
Safis Editing
Reviewers
Andrea Bessi
Sumit Pal
Project Coordinator
Ulhas Kambali
Commissioning Editor
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Proofreader
Safis Editing
Acquisition Editor
Nitin Dasan
Indexer
Rekha Nair
Content Development Editor
Vikas Tiwari
Cover Work
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Technical Editor
Subhalaxmi Nadar
Production Coordinator
Melwyn Dsa
About the Authors
Md. Rezaul Karim is a research scientist at Fraunhofer FIT, Germany. He is also a PhD
candidate at RWTH Aachen University, Aachen, Germany. He holds a BSc and an MSc in
computer science. Before joining Fraunhofer FIT, he had been working as a researcher at the
Insight Centre for data analytics, Ireland. Previously, he worked as a lead engineer with
Samsung Electronics' distributed R&D centers in Korea, India, Vietnam, Turkey, and
Bangladesh. Earlier, he worked as a research assistant in the Database Lab at Kyung Hee
University, Korea, and as an R&D engineer with BMTech21 Worldwide, Korea. Even before
that, he worked as a software engineer with i2SoftTechnology, Dhaka, Bangladesh.
He has more than 8 years of experience in the area of research and development, with a
solid knowledge of algorithms and data structures in C/C++, Java, Scala, R, and Python-
focused big data technologies: Spark, Kafka, DC/OS, Docker, Mesos, Zeppelin, Hadoop, and
MapReduce, and deep learning technologies: TensorFlow, DeepLearning4j, and H2O-
Sparking Water. His research interests include machine learning, deep learning, semantic
web, linked data, big data, and bioinformatics. He is the author of the following book titles
with Packt:
Large-Scale Machine Learning with Spark
Deep Learning with TensorFlow
I am very grateful to my parents, who have always encouraged me to pursue knowledge. I
also want to thank my wife Saroar, son Shadman, elder brother Mamtaz, elder sister Josna,
and friends, who have endured my long monologues about the subjects in this book, and
have always been encouraging and listening to me. Writing this book was made easier by
the amazing efforts of the open source community and the great documentation of many
projects out there related to Apache Spark and Scala. Further more, I would like to thank
the acquisition, content development, and technical editors of Packt (and others who were
involved in this book title) for their sincere cooperation and coordination. Additionally,
without the work of numerous researchers and data analytics practitioners who shared
their expertise in publications, lectures, and source code, this book might not exist at all!
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资源评论
- technicaec72018-07-18是清晰版完整的,内容质量很高
- TTransposition2017-11-20perfect!就是略贵
- 小滨仔2020-05-26最近刚开始学习spark,Scala语法刚看完,期待能快速用上吧
- 0_02018-07-12不错,很清楚的彩色pdf版本
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