Hadoop Blueprints

Hadoop Blueprints
Author :
Publisher : Packt Publishing Ltd
Total Pages : 312
Release :
ISBN-10 : 9781783980314
ISBN-13 : 1783980311
Rating : 4/5 (311 Downloads)

Book Synopsis Hadoop Blueprints by : Anurag Shrivastava

Download or read book Hadoop Blueprints written by Anurag Shrivastava and published by Packt Publishing Ltd. This book was released on 2016-09-30 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use Hadoop to solve business problems by learning from a rich set of real-life case studies About This Book 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 Who This Book Is For If you are interested in building efficient business solutions using Hadoop, this is the book for you This book assumes that you have basic knowledge of Hadoop, Java, and any scripting language. 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 In Detail 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. Style and approach This is an example-driven book where each chapter covers a single business problem and describes its solution by explaining the structure of a dataset and tools required to process it. Every project is demonstrated with a step-by-step approach, and explained in a very easy-to-understand manner.

Hadoop Blueprints Related Books

Hadoop Blueprints
Language: en
Pages: 312
Authors: Anurag Shrivastava
Categories: Computers
Type: BOOK - Published: 2016-09-30 - Publisher: Packt Publishing Ltd

GET EBOOK

Use Hadoop to solve business problems by learning from a rich set of real-life case studies About This Book Solve real-world business problems using Hadoop and
Apache Spark Machine Learning Blueprints
Language: en
Pages: 252
Authors: Alex Liu
Categories: Computers
Type: BOOK - Published: 2016-05-30 - Publisher: Packt Publishing Ltd

GET EBOOK

Develop a range of cutting-edge machine learning projects with Apache Spark using this actionable guide About This Book Customize Apache Spark and R to fit your
Storm Blueprints: Patterns for Distributed Real-time Computation
Language: en
Pages: 512
Authors: P. Taylor Goetz
Categories: Computers
Type: BOOK - Published: 2014-03-26 - Publisher: Packt Publishing Ltd

GET EBOOK

A blueprints book with 10 different projects built in 10 different chapters which demonstrate the various use cases of storm for both beginner and intermediate
Architecting HBase Applications
Language: en
Pages: 251
Authors: Jean-Marc Spaggiari
Categories: Computers
Type: BOOK - Published: 2016-07-18 - Publisher: "O'Reilly Media, Inc."

GET EBOOK

Lots of HBase books, online HBase guides, and HBase mailing lists/forums are available if you need to know how HBase works. But if you want to take a deep dive
Strategic Blueprint for Enterprise Analytics
Language: en
Pages: 256
Authors: Liang Wang
Categories:
Type: BOOK - Published: - Publisher: Springer Nature

GET EBOOK