Pentaho for Big Data Analytics
暫譯: Pentaho 大數據分析指南
Manoj R Patil, Feris Thia
- 出版商: Packt Publishing
- 出版日期: 2013-11-28
- 售價: $1,700
- 貴賓價: 9.5 折 $1,615
- 語言: 英文
- 頁數: 118
- 裝訂: Paperback
- ISBN: 1783282150
- ISBN-13: 9781783282159
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相關分類:
大數據 Big-data、Data 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 的了解和本指南,您可以利用 Pentaho 將大數據分析提升到新的層次。本書涵蓋了所有基本工具、技術、提示和技巧,內容精煉易用。
概述
- 使用 Pentaho Business Analytics 進行大數據分析的指南
- 通過實用範例和提示學習 Pentaho 的可視化和報告工具
- 深入了解如何利用 Pentaho 將大數據轉化為有意義的知識
詳細內容
Pentaho 加速了從大數據中實現價值的過程,提供了最完整的大數據分析和數據整合解決方案。大數據分析的真正力量在於數據與分析之間的抽象。數據可以以各種格式分佈在集群中,而分析平台應具備與不同異構數據存儲進行交互的能力,並提取過濾後的數據以增強其價值。
Pentaho Big Data Analytics 是一本實用的手把手指南,為您提供清晰的逐步練習,幫助您利用 Pentaho 充分發揮大數據系統的優勢,讓數據超越算法,並為您打下使用 Pentaho Business Analytics 能力的良好基礎。
本書探討了 Pentaho Business Analytics 平台的關鍵要素。我們將學習如何準備 Pentaho BI 環境,並通過 Hadoop 和 Pentaho MapReduce 了解大數據生態系統。本書提供了 Pentaho Business Analytics 的基本工具的清晰指南,幫助讀者熟悉各種設計工具以設置報告,以及進行完整數據分析所需的可視化工具。
您將從本書中學到什麼
- 熟悉 Pentaho 套件
- 探索大數據的基本概念及其商業背景
- 設置 Pentaho 商業分析伺服器
- 使用 Pentaho Data Integration 在 HDFS 平台上處理大數據
- 使用 Pentaho 的工具創建可視化
- 利用 Pentaho 的數據分析能力區分信號與噪音
- 設計並設置您自己的 Pentaho 儀表板
- 通過 Community Dashboard Framework (CDF) 在幾個步驟內從數據轉向分析
方法
本書是一本實用指南,充滿了易於跟隨和實施的逐步範例。
本書的讀者對象
本書適合開發人員、系統管理員和商業智慧專業人士,旨在學習如何通過 Pentaho 從數據中獲取更多價值。為了更好地參與範例,需具備一定的 Java 知識。