Oracle Business Intelligence with Machine Learning: Artificial Intelligence Techniques in OBIEE for Actionable BI
暫譯: Oracle 商業智慧與機器學習:在 OBIEE 中應用人工智慧技術以實現可行的商業智慧
Rosendo Abellera, Lakshman Bulusu
- 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
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相關分類:
Oracle、人工智慧、Machine Learning
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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) 作為綜合商業智慧解決方案。本書採用何時、為何及如何的方法來解釋成功實施 OBIEE 所需的關鍵步驟,並利用目前可用的人工智慧組件。 Oracle Business Intelligence with Machine Learning 涵蓋了多種技術,包括使用 Oracle OBIEE、R Enterprise、空間地圖以及機器學習進行高級可視化和分析。
機器學習的內容專注於學習適合特定預測問題的輸入數據表示。本書著重於使用豐富的 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如何在 OBIEE 中使用機器學習,來彌合學術前沿與行業實踐之間的差距。
您將學到什麼
- 在 OBIEE 中了解機器學習
- 掌握機器學習的基本原理及其與商業智慧和高級分析的關聯
- 獲得 Oracle R Enterprise 的介紹
- 發現與 OBIEE 實施機器學習的實際考量
本書適合誰閱讀
分析經理、商業智慧架構師和開發人員,以及數據科學家。