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

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 ForAnalytics managers, BI architects and developers, and data scientists. Front Matter ....Pages i-xiv Introduction (Rosendo Abellera, Lakshman Bulusu)....Pages 1-10 Business Intelligence, Big Data, and the Cloud (Rosendo Abellera, Lakshman Bulusu)....Pages 11-21 The Oracle R Technologies and R Enterprise (Rosendo Abellera, Lakshman Bulusu)....Pages 23-98 Machine Learning with OBIEE (Rosendo Abellera, Lakshman Bulusu)....Pages 99-106 Use Case: Machine Learning in OBIEE 12c (Rosendo Abellera, Lakshman Bulusu)....Pages 107-133 Implementing Machine Learning in OBIEE 12c (Rosendo Abellera, Lakshman Bulusu)....Pages 135-193 Back Matter ....Pages 195-198