Pentaho for Big Data Analytics

Manoj R Patil, Feris Thia

  • 出版商: Packt Publishing
  • 出版日期: 2013-11-28
  • 售價: $1,530
  • 貴賓價: 9.5$1,454
  • 語言: 英文
  • 頁數: 118
  • 裝訂: Paperback
  • ISBN: 1783282150
  • ISBN-13: 9781783282159
  • 相關分類: 大數據 Big-dataData Science
  • 海外代購書籍(需單獨結帳)

商品描述

With your knowledge of Java and this guide, you can take the analysis of your big data to new levels using Pentaho. Covers all the essentials tools, techniques, tips, and tricks in one handy volume.

Overview

  • A guide to using Pentaho Business Analytics for big data analysis
  • Learn Pentaho’s visualization and reporting tools with practical examples and tips
  • Precise insights into churning big data into meaningful knowledge with Pentaho

In Detail

Pentaho accelerates the realization of value from big data with the most complete solution for big data analytics and data integration. The real power of big data analytics is the abstraction between data and analytics. Data can be distributed across the cluster in various formats, and the analytics platform should have the capability to talk to different heterogeneous data stores and fetch the filtered data to enrich its value.

Pentaho Big Data Analytics is a practical, hands-on guide that provides you with clear, step-by-step exercises for using Pentaho to take advantage of big data systems, where data beats algorithm, and gives you a good grounding in using Pentaho Business Analytics’ capabilities.

This book looks at the key ingredients of the Pentaho Business Analytics platform. We will see how to prepare the Pentaho BI environment, and get to grips with the big data ecosystem through Hadoop and Pentaho MapReduce. The book provides a clear guide to the essential tools of Pentaho Business Analytics, providing familiarity with both the various design tools for setting up reports, and the visualization tools necessary for complete data analysis.

What you will learn from this book

  • Get to grips with the Pentaho suite
  • Explore the basics of Big Data and its business context
  • Set up a Pentaho business analytics server
  • Consume Big Data on HDFS platform using Pentaho Data Integration
  • Create visualization with Pentaho's tools
  • Distinguish signal from noise with Pentaho's Data Analytics capabilities
  • Design and set up your own Pentaho dashboard
  • Move from data to analytics in just a few steps with Community Dashboard Framework (CDF)

Approach

The book is a practical guide, full of step-by-step examples that are easy to follow and implement.

Who this book is written for

This book is for developers, system administrators, and business intelligence professionals looking to learn how to get more out of their data through Pentaho. In order to best engage with the examples, some knowledge of Java will be required.

商品描述(中文翻譯)

憑藉您對Java的知識和本指南,您可以使用Pentaho將大數據分析提升到新的水平。本書涵蓋了所有必要的工具、技術、技巧和訣竅,集於一冊便捷的手冊中。

概述:
- 使用Pentaho Business Analytics進行大數據分析的指南
- 通過實際示例和技巧學習Pentaho的可視化和報告工具
- 了解如何使用Pentaho將大數據轉化為有意義的知識

詳細內容:
Pentaho通過提供最完整的大數據分析和數據集成解決方案,加速實現從大數據中獲取價值的過程。大數據分析的真正力量在於數據和分析之間的抽象。數據可以以各種格式分佈在集群中,分析平台應該具有與不同異構數據存儲進行通信並提取過濾數據以豐富其價值的能力。

《Pentaho大數據分析》是一本實用的實踐指南,提供了使用Pentaho利用大數據系統的清晰、逐步練習,讓您熟悉Pentaho Business Analytics的功能。

本書探討了Pentaho Business Analytics平台的關鍵要素。我們將看到如何準備Pentaho BI環境,並通過Hadoop和Pentaho MapReduce瞭解大數據生態系統。本書提供了Pentaho Business Analytics的基本工具的清晰指南,使您熟悉設置報告的各種設計工具以及進行完整數據分析所需的可視化工具。

本書將學到以下內容:
- 熟悉Pentaho套件
- 探索大數據及其商業背景的基礎知識
- 設置Pentaho Business Analytics服務器
- 使用Pentaho數據集成在HDFS平台上使用大數據
- 使用Pentaho的工具創建可視化效果
- 利用Pentaho的數據分析能力區分信號和噪音
- 設計並設置自己的Pentaho儀表板
- 使用社區儀表板框架(CDF)在幾個步驟中從數據轉向分析

方法:
本書是一本實用指南,充滿了易於跟隨和實施的逐步示例。

本書的讀者:
本書適合開發人員、系統管理員和商業智能專業人士,他們希望通過Pentaho更好地利用自己的數據。為了更好地參與示例,需要一些Java知識。