Learn IT - Books tags mapreduce

MongoDB: The Definitive Guide

O'Reilly, 2013

Manage the huMONGOus amount of data collected through your web application with MongoDB. This authoritative introduction—written by a core contributor to the project—shows you the many advantages of using document-oriented databases, and demonstrates how this reliable, high-performance system allows for almost infinite...

Parallel R

O'Reilly, 2011

It’s tough to argue with R as a high-quality, cross-platform, open source statistical software product—unless you’re in the business of crunching Big Data. This concise book introduces you to several strategies for using R to analyze large datasets, including three chapters on using R and Hadoop together....

Enterprise Data Workflows with Cascading

O'Reilly, 2013

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.

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Doing Data Science: Straight Talk from the Frontline

O'Reilly, 2013

Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to...

Learning Cloudera Impala

Packt Publishing, 2013

Perform interactive, real-time in-memory analytics on large amounts of data using the massive parallel processing engine Cloudera Impala

Overview

Step-by-step guidance to get you started with Impala on your Hadoop cluster

Manipulate your data rapidly by writing proper SQL statements

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Apache Mahout Cookbook

Packt Publishing, 2013

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...

Fast Data Processing with Spark (Community Experience Distilled)

Packt Publishing, 2013

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...

New Trends in Databases and Information Systems: 17th East European Conference on Advances in Databases and Information Systems

Springer, 2013

This book reports on state-of-art research and applications in the field of databases and information systems. It includes both fourteen selected short contributions, presented at the East-European Conference on Advances in Databases and Information Systems (ADBIS 2013, September 1-4, Genova, Italy), and twenty-six papers from ADBIS 2013...

Hadoop Operations and Cluster Management Cookbook

Packt Publishing, 2013

We are facing an avalanche of data. The unstructured data we gather can contain many insights that could hold the key to business success or failure. Harnessing the ability to analyze and process this data with Hadoop is one of the most highly sought after skills in today's job market. Hadoop, by combining the computing and storage powers...

Distributed Programming with Ruby

Addison Wesley, 2009

“A must have title for the well-rounded Ruby programmer building advanced Rails applications and large systems!”

OBIE FERNANDEZ, Series Editor

Complete, Hands-On Guide to Building Advanced Distributed Applications...

PHP and MongoDB Web Development Beginner's Guide

Packt Publishing, 2011

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...

Machine Learning in Action

Manning Publications, 2012

After college I went to work for Intel in California and mainland China. Originally my plan was to go back to grad school after two years, but time flies when you are having fun, and two years turned into six. I realized I had to go back at that point, and I didn’t want to do night school or online learning, I wanted to sit on...

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