Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Hadoop Real World Solutions Cookbook - Second Edition

Buy

Key Features

  • Implement outstanding Machine Learning use cases on your own analytics models and processes.
  • Solutions to common problems when working with the Hadoop ecosystem.
  • Step-by-step implementation of end-to-end big data use cases.

Who This Book Is For

Readers who have a basic knowledge of big data systems and want to advance their knowledge with hands-on recipes.

Book Description

Big data is the current requirement. Most organizations produce huge amount of data every day. With the arrival of Hadoop-like tools, it has become easier for everyone to solve big data problems with great efficiency and at minimal cost. Grasping Machine Learning techniques will help you greatly in building predictive models and using this data to make the right decisions for your organization.

Hadoop Real World Solutions Cookbook gives readers insights into learning and mastering big data via recipes. The book not only clarifies most big data tools in the market but also provides best practices for using them. The book provides recipes that are based on the latest versions of Apache Hadoop 2.X, YARN, Hive, Pig, Sqoop, Flume, Apache Spark, Mahout and many more such ecosystem tools. This real-world-solution cookbook is packed with handy recipes you can apply to your own everyday issues. Each chapter provides in-depth recipes that can be referenced easily. This book provides detailed practices on the latest technologies such as YARN and Apache Spark. Readers will be able to consider themselves as big data experts on completion of this book.

This guide is an invaluable tutorial if you are planning to implement a big data warehouse for your business.

What you will learn

  • Installing and maintaining Hadoop 2.X cluster and its ecosystem.
  • Write advanced Map Reduce programs and understand design patterns.
  • Advanced Data Analysis using the Hive, Pig, and Map Reduce programs.
  • Import and export data from various sources using Sqoop and Flume.
  • Data storage in various file formats such as Text, Sequential, Parquet, ORC, and RC Files.
  • Machine learning principles with libraries such as Mahout
  • Batch and Stream data processing using Apache Spark

About the Author

Tanmay Deshpande is a Hadoop and big data evangelist. He's interested in a wide range of technologies, such as Apache Spark, Hadoop, Hive, Pig, NoSQL databases, Mahout, Sqoop, Java, cloud computing, and so on. He has vast experience in application development in various domains, such as finance, telecoms, manufacturing, security, and retail. He enjoys solving machine-learning problems and spends his time reading anything that he can get his hands on. He has a great interest in open source technologies and promotes them through his lectures. He has been invited to various computer science colleges to conduct brainstorming sessions with students on the latest technologies. Through his innovative thinking and dynamic leadership, he has successfully completed various projects. Tanmay is currently working with Schlumberger as the lead developer of big data. Before Schlumberger, Tanmay worked with Lumiata, Symantec, and Infosys.

He currently blogs at http://hadooptutorials.co.in.

Table of Contents

  1. Getting Started with Hadoop 2.X
  2. Exploring HDFS
  3. Mastering Map Reduce Programs
  4. Data Analysis Using Hive, Pig, and Hbase
  5. Advanced Data Analysis Using Hive
  6. Data Import/Export Using Sqoop and Flume
  7. Automation of Hadoop Tasks Using Oozie
  8. Machine Learning and Predictive Analytics Using Mahout and R
  9. Integration with Apache Spark
  10. Hadoop Use Cases
(HTML tags aren't allowed.)

Harley Hahn's Emacs Field Guide
Harley Hahn's Emacs Field Guide

In this book, Harley Hahn demystifies Emacs for programmers, students, and everyday users. The first part of the book carefully creates a context for your work with Emacs. What exactly is Emacs? How does it relate to your personal need to work quickly and to solve problems? Hahn then explains the technical details you need to understand...

Pro Apache, Third Edition (Expert's Voice)
Pro Apache, Third Edition (Expert's Voice)

"...a behemoth of a resource for everything you ever wanted to know about Apache." — Doug Schasteen, member, Kansas City's PHP User Group

"This is by far the best ‘know all, end all’ reference, bar none. My hat goes off to Peter Wainwright and Apress for opening up a whole new world to me."...

Pro VB 2010 and the .NET 4.0 Platform
Pro VB 2010 and the .NET 4.0 Platform

Be the first to understand .NET 4.0 and Visual Basic 2010. Pro VB 2010 and the .NET 4.0 Platform provides developers with a complete guide to the new technology, explaining the importance of all the key VB 2010 language features. This new edition has been comprehensively revised and rewritten to make it accurately reflect the VB 10...


How to Succeed in the Enterprise Software Market
How to Succeed in the Enterprise Software Market
"A must read for those who deliver software solutions, as well as their customers." -- David P. Norton, co-author of The Balanced Scorecard

"Le Clair provides that 'interdependent view' required for success. An excellent set of tools for the consultant or business analyst." -- James Watson, CEO, Doculabs,
...
Evolution of 3G Networks: The Concept, Architecture and Realization of Mobile Networks Beyond UMTS
Evolution of 3G Networks: The Concept, Architecture and Realization of Mobile Networks Beyond UMTS

This work covers the status of evolved 3G mobile network technology, as represented by 3GPP’s SAE/LTE system, from the "inside" of standardization. It presents architectures, underlying concepts and details of procedures on several levels to promote readers’ understanding of the resulting design and specifications. Remarks...

Chromium Doped TiO2 Sputtered Thin Films: Synthesis, Physical Investigations and Applications (SpringerBriefs in Applied Sciences and Technology)
Chromium Doped TiO2 Sputtered Thin Films: Synthesis, Physical Investigations and Applications (SpringerBriefs in Applied Sciences and Technology)

This book presents co-sputtered processes ways to produce chrome doped TiO2 thin films onto various substrates such as quartz, silicon and porous silicon. Emphasis is given on the link between the experimental preparation and physical characterization in terms of Cr content. Moreover, the structural, optical and optoelectronic...

©2019 LearnIT (support@pdfchm.net) - Privacy Policy