Oracle Business Intelligence with Machine Learning〈1st ed.〉 : Artificial Intelligence Techniques in OBIEE for Actionable BI

著者名：Abellera, Rosendo/Bulusu, Lakshman

Apress（2017/12/18発売）

• 言語：ENG
• ISBN：9781484232545
• eISBN：9781484232552

Description

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.

Table of Contents

Chapter 1:  Overview of Machine Learning.- Chapter 2:  Business Intelligence, Big Data, and Cloud Computing.- Chapter 3: The Oracle R Technologies and R Enterprise.- Chapter 4:  Why Machine Learning with OBIEE Now.- Chapter 5: Use Case: Machine Learning in OBIEE 12c.- Chapter 6: Implementing Machine Learning in OBIEE 12c