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Hadoop: The Definitive Guide
Hadoop: The Definitive Guide

Get ready to unlock the power of your data. With the fourth edition of this comprehensive guide, you’ll learn how to build and maintain reliable, scalable, distributed systems with Apache Hadoop. This book is ideal for programmers looking to analyze datasets of any size, and for administrators who want to set up and run Hadoop...

Learning scikit-learn: Machine Learning in Python
Learning scikit-learn: Machine Learning in Python

Incorporating machine learning in your applications is becoming essential. As a programmer this book is the ideal introduction to scikit-learn for your Python environment, taking your skills to a whole new level.

Overview

  • Use Python and scikit-learn to create intelligent applications
  • Apply...
Parallel Algorithms and Cluster Computing: Implementations, Algorithms and Applications
Parallel Algorithms and Cluster Computing: Implementations, Algorithms and Applications
This book presents major advances in high performance computing as well as major advances due to high performance computing. It contains a collection of papers in which results achieved in the collaboration of scientists from computer science, mathematics, physics, and mechanical engineering are presented. From the science problems to the...
Big Data Forensics: Learning Hadoop Investigations
Big Data Forensics: Learning Hadoop Investigations

Perform forensic investigations on Hadoop clusters with cutting-edge tools and techniques

About This Book

  • Identify, collect, and analyze Hadoop evidence forensically
  • Learn about Hadoop's internals and Big Data file storage concepts
  • A step-by-step guide to help you...
Using Docker: Developing and Deploying Software with Containers
Using Docker: Developing and Deploying Software with Containers

Docker containers offer simpler, faster, and more robust methods for developing, distributing, and running software than previously available. With this hands-on guide, you’ll learn why containers are so important, what you’ll gain by adopting Docker, and how to make it part of your development...

OpenGL Data Visualization Cookbook
OpenGL Data Visualization Cookbook

Over 35 hands-on recipes to create impressive, stunning visuals for a wide range of real-time, interactive applications using OpenGL

About This Book

  • Get acquainted with a set of fundamental OpenGL primitives and concepts that enable users to create stunning visuals of arbitrarily complex 2D and 3D...
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...
Practical Hadoop Security
Practical Hadoop Security

Practical Hadoop Security is an excellent resource for administrators planning a production Hadoop deployment who want to secure their Hadoop clusters. A detailed guide to the security options and configuration within Hadoop itself, author Bhushan Lakhe takes you through a comprehensive...

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...
Hadoop Real World Solutions Cookbook - Second Edition
Hadoop Real World Solutions Cookbook - Second Edition

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

...

Hadoop Operations
Hadoop Operations
Over the past few years, there has been a fundamental shift in data storage, management, and processing. Companies are storing more data from more sources in more formats than ever before. This isn’t just about being a “data packrat” but rather building products, features, and intelligence predicated on knowing more about...
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