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Hadoop Blueprints.
About This BookSolve real-world business problems using Hadoop and other Big Data technologiesBuild efficient data lakes in Hadoop, and develop systems for various business cases like improving marketing campaigns, fraud detection, and morePower packed with six case studies to get you going with Had...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Packt Publishing,
2016.
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| Edición: | 1. |
| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | About This BookSolve real-world business problems using Hadoop and other Big Data technologiesBuild efficient data lakes in Hadoop, and develop systems for various business cases like improving marketing campaigns, fraud detection, and morePower packed with six case studies to get you going with Hadoop for Business IntelligenceWho 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 LearnLearn about the evolution of Hadoop as the big data platformUnderstand the basics of Hadoop architectureBuild a 360-degree view of your customer using Sqoop and HiveBuild and run classification models on Hadoop using BigMLUse Spark and Hadoop to build a fraud detection systemDevelop a churn detection system using Java and MapReduceBuild an IoT-based data collection and visualization systemGet to grips with building a Hadoopbased data lake for large enterprisesLearn about the coexistence of NoSQL and In-Memory databases in the Hadoop ecosystemIn 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 that can be solved using Hadoop. You will also get acquainted with the common architectural patterns that 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 such as 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. |
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| Descripción Física: | 1 online resource (316) |
| ISBN: | 1783980311 9781783980314 |