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Hadoop Blueprints

Hadoop Blueprints

By : Sudheesh Narayan, Anurag Shrivastava, Deshpande
5 (1)
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Hadoop Blueprints

Hadoop Blueprints

5 (1)
By: Sudheesh Narayan, Anurag Shrivastava, Deshpande

Overview of this book

If you have a basic understanding of Hadoop and want to put your knowledge to use to build fantastic Big Data solutions for business, then this book is for you. Build six real-life, end-to-end solutions using the tools in the Hadoop ecosystem, and take your knowledge of Hadoop to the next level. Start off by understanding various business problems which can be solved using Hadoop. You will also get acquainted with the common architectural patterns which are used to build Hadoop-based solutions. Build a 360-degree view of the customer by working with different types of data, and build an efficient fraud detection system for a financial institution. You will also develop a system in Hadoop to improve the effectiveness of marketing campaigns. Build a churn detection system for a telecom company, develop an Internet of Things (IoT) system to monitor the environment in a factory, and build a data lake – all making use of the concepts and techniques mentioned in this book. The book covers other technologies and frameworks like Apache Spark, Hive, Sqoop, and more, and how they can be used in conjunction with Hadoop. You will be able to try out the solutions explained in the book and use the knowledge gained to extend them further in your own problem space.
Table of Contents (9 chapters)
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What you need for this book

Code and data samples have been provided for every chapter. We have used Hadoop version 2.7.x in this book. All the coding samples have been developed and tested on the stock (Apache Software Foundation) version of Hadoop and other tools. You can download these tools from the Apache Software Foundation website. In Chapter 2, A 360-Degree View of the Customer, we have used Hortonworks Data Platform (HDP) 2.3. HDP 2.3 is a bundle of Hadoop and several other tools from the ecosystem in a convenient virtual machine image that can run on VirtualBox or VMWare. You can download this virtual image from the website of Hortonworks at http://hortonworks.com/downloads/#data-platform. Due to the fast-evolving nature of Hadoop and its ecosystem of tools, you might find that newer versions are available than the ones used in this book. The specific versions of the tools needed for the examples have been mentioned in the chapters where they are first introduced.

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