eBook - Business Forecasting : The Emerging Role of Artificial Intelligence and Machine Learning
Available Exclusively as an eBook | Part of the AI eBook Collection | Only for Institutional Purchase | Publication Year: 2021
Description
Business Forecasting: The Emerging Role of Artificial Intelligence and Machine Learning brings together leading experts Michael Gilliland, Len Tashman, and Udo Sglavo to examine how AI and machine learning are transforming modern forecasting. The book covers deep learning, neural networks, big data, and forecasting performance, combining research, case studies, and practical insights. Featuring a foreword by Spyros Makridakis and Fotios Petropoulos and 16 expert afterwords, it is an essential resource for finance professionals, analysts, demand planners, and business leaders seeking to improve forecasting practices.
Table of Contents
Chapter 1: Artificial Intelligence and Machine Learning in Forecasting
Chapter 2: Big Data in Forecasting
Chapter 3: Forecasting Methods: Modeling, Selection, and Monitoring
Chapter 4: Forecasting Performance
Chapter 5: Forecasting Process: Communication, Accountability, and S&OP