Hadoop Blueprints: Use Hadoop to solve business problems by learning from a rich set of real-life case studies

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Key benefits

Solve real-world business problems using Hadoop and other Big Data technologies

Build efficient data lakes in Hadoop, and develop systems for various business cases like improving marketing campaigns, fraud detection, and more

Power packed with six case studies to get you going with Hadoop for Business Intelligence

Description

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.

What you will learn

Learn about the evolution of Hadoop as the big data platform

Understand the basics of Hadoop architecture

Build a 360 degree view of your customer using Sqoop and Hive

Build and run classification models on Hadoop using BigML

Use Spark and Hadoop to build a fraud detection system

Develop a churn detection system using Java and MapReduce

Build an IoT-based data collection and visualization system

Get to grips with building a Hadoop-based Data Lake for large enterprises

Learn about the coexistence of NoSQL and In-Memory databases in the Hadoop ecosystem

What do you get with eBook?

Instant access to your Digital eBook purchase

Download this book in EPUB and PDF formats

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

Frequently bought together

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Wissem Dec 22, 2016

As a technical reviewer of this book, I highly recommend reading it. It has very complete and useful real world use cases of using Hadoop and its ecosystem. Chapters explain Big Data technology trends like IOT , Data Lakes and how Hadoop fits with is ecosystem to solve those problems. Analyze Sensor Data Using Hadoop, Building a data lake, Building a Fraud Detection System, Churn Detection are my favorites chapters where the authors bring with examples the steps of using Hadoop ecosystem. In Summary, if you want to learn Hadoop with examples, this is the right book for you.Cheers

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Hadoop Blueprints: Use Hadoop to solve business problems by learning from a rich set of real-life case studies

What do you get with eBook?