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MapReduce Design Patterns: Building Effective Algorithms and Analytics for Hadoop and Other Systems
MapReduce Design Patterns: Building Effective Algorithms and Analytics for Hadoop and Other Systems
Welcome to MapReduce Design Patterns! This book will be unique in some ways and familiar in others. First and foremost, this book is obviously about design patterns, which are templates or general guides to solving problems. We took a look at other design patterns books that have been written in the past as...
Hadoop Beginner's Guide
Hadoop Beginner's Guide

Get your mountain of data under control with Hadoop. This guide requires no prior knowledge of the software or cloud services - just a willingness to learn the basics from this practical step-by-step tutorial.

Overview

  • Learn tools and techniques that let you approach big data with relish and not...
Fast Data Processing with Spark (Community Experience Distilled)
Fast Data Processing with Spark (Community Experience Distilled)

High-speed distributed computing made easy with Spark

Overview

  • Implement Spark's interactive shell to prototype distributed applications
  • Deploy Spark jobs to various clusters such as Mesos, EC2, Chef, YARN, EMR, and so on
  • Use Shark's SQL query-like syntax with...
Apache Sqoop Cookbook
Apache Sqoop Cookbook
It’s been four years since, via a post to the Apache JIRA, the first version of Sqoop was released to the world as an addition to Hadoop. Since then, the project has taken several turns, most recently landing as a top-level Apache project. I’ve been amazed at how many people use this small tool for a...
Writing and Querying MapReduce Views in CouchDB
Writing and Querying MapReduce Views in CouchDB

If you are reading this book, then you likely have already installed CouchDB, explored the Futon web administration console, and created a few documents using the cURL command-line tool. You may even have created a CouchApp or other type of application that accesses documents stored in a CouchDB database. However, to use CouchDB for...

Enterprise Data Workflows with Cascading
Enterprise Data Workflows with Cascading

There is an easier way to build Hadoop applications. With this hands-on book, you’ll learn how to use Cascading, the open source abstraction framework for Hadoop that lets you easily create and manage powerful enterprise-grade data processing applications—without having to learn the intricacies of MapReduce.

...
Big Data Analytics with Hadoop 3: Build highly effective analytics solutions to gain valuable insight into your big data
Big Data Analytics with Hadoop 3: Build highly effective analytics solutions to gain valuable insight into your big data

Explore big data concepts, platforms, analytics, and their applications using the power of Hadoop 3

Key Features

  • Learn Hadoop 3 to build effective big data analytics solutions on-premise and on cloud
  • Integrate Hadoop with other big data tools such as R, Python, Apache...
Hadoop Backup and Recovery solutions
Hadoop Backup and Recovery solutions

Learn the best strategies for data recovery from Hadoop backup clusters and troubleshoot problems

About This Book

  • Learn the fundamentals of Hadoop's backup needs, recovery strategy, and troubleshooting
  • Determine common failure points, intimate HBase, and explore different backup...
Practical TLA+: Planning Driven Development
Practical TLA+: Planning Driven Development
Learn how to design complex, correct programs and fix problems before writing a single line of code. This book is a practical, comprehensive resource on TLA+ programming with rich, complex examples. Practical TLA+ shows you how to use TLA+ to specify a complex system and test the design itself for...
PHP and MongoDB Web Development Beginner's Guide
PHP and MongoDB Web Development Beginner's Guide

MongoDB is an open source, non-relational database system designed to meet the needs of modern Web 2.0 applications. It is currently being used by some of the most popular websites in the world. This book introduces MongoDB to the web developer who has some background building web applications using PHP. This book teaches what MongoDB...

Data Science from Scratch: First Principles with Python
Data Science from Scratch: First Principles with Python

Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from...

Apache Mahout Cookbook
Apache Mahout Cookbook

A fast, fresh, developer-oriented dive into the world of Mahout

Overview

  • Learn how to set up a Mahout development environment
  • Start testing Mahout in a standalone Hadoop cluster
  • Learn to find stock market direction using logistic regression
  • Over 35 recipes with...
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