Oracle Business Intelligence with Machine Learning: Artificial Intelligence Techniques in OBIEE for Actionable BI

Rosendo Abellera, Lakshman Bulusu

Oracle Business Intelligence with Machine Learning: Artificial Intelligence Techniques in OBIEE for Actionable BI
  • 出版商: Apress
  • 出版日期: 2017-12-19
  • 定價: $1,485
  • 售價: 8.0 折 $1,188
  • 語言: 英文
  • 頁數: 199
  • 裝訂: Paperback
  • ISBN: 1484232542
  • ISBN-13: 9781484232545
  • 相關分類: Oracle、人工智慧、Machine Learning

    • 立即出貨

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商品描述

Use machine learning and Oracle Business Intelligence Enterprise Edition (OBIEE) as a comprehensive BI solution. This book follows a when-to, why-to, and how-to approach to explain the key steps involved in utilizing the artificial intelligence components now available for a successful OBIEE implementation. Oracle Business Intelligence with Machine Learning covers various technologies including using Oracle OBIEE, R Enterprise, Spatial Maps, and machine learning for advanced visualization and analytics. 
 
The machine learning material focuses on learning representations of input data suitable for a given prediction problem. This book focuses on the practical aspects of implementing machine learning solutions using the rich Oracle BI ecosystem. The primary objective of this book is to bridge the gap between the academic state-of-the-art and the industry state-of-the-practice by introducing you to machine learning with OBIEE. 
 
What You Will Learn 
  • See machine learning in OBIEE 
  • Master the fundamentals of machine learning and how it pertains to BI and advanced analytics 
  • Gain an introduction to Oracle R Enterprise
  • Discover the practical considerations of implementing machine learning with OBIEE
 
Who This Book Is For
Analytics managers, BI architects and developers, and data scientists.
 

商品描述(中文翻譯)

使用機器學習和Oracle Business Intelligence Enterprise Edition (OBIEE)作為全面的商業智能解決方案。本書採用何時、為何和如何的方法，解釋了利用現有的人工智能組件實現成功OBIEE實施的關鍵步驟。《Oracle Business Intelligence with Machine Learning》涵蓋了包括使用Oracle OBIEE、R Enterprise、Spatial Maps和機器學習在內的各種技術，用於高級可視化和分析。

機器學習的內容主要集中在學習適合於給定預測問題的輸入數據表示。本書著重介紹使用豐富的Oracle BI生態系統實施機器學習解決方案的實際方面。本書的主要目標是通過介紹OBIEE中的機器學習，填補學術最新技術和行業最佳實踐之間的差距。

你將學到什麼：
- 看到OBIEE中的機器學習
- 掌握機器學習的基礎知識，以及它與商業智能和高級分析的關聯
- 介紹Oracle R Enterprise
- 發現使用OBIEE實施機器學習的實際考慮因素

適合閱讀對象：
- 分析經理、商業智能架構師和開發人員，以及數據科學家。

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