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Business Forecasting: The Emerging Role of Artific ial Intelligence and Machine Learning (Hardcover)
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Business Forecasting: The Emerging Role of Artific ial Intelligence and Machine Learning (Hardcover)
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Discover the role of machine learning and artificial intelligence
in business forecasting from some of the brightest minds in the
field In Business Forecasting: The Emerging Role of Artificial
Intelligence and Machine Learning accomplished authors Michael
Gilliland, Len Tashman, and Udo Sglavo deliver relevant and timely
insights from some of the most important and influential authors in
the field of forecasting. You'll learn about the role played by
machine learning and AI in the forecasting process and discover
brand-new research, case studies, and thoughtful discussions
covering an array of practical topics. The book offers multiple
perspectives on issues like monitoring forecast performance,
forecasting process, communication and accountability for
forecasts, and the use of big data in forecasting. You will find:
Discussions on deep learning in forecasting, including current
trends and challenges Explorations of neural network-based
forecasting strategies A treatment of the future of artificial
intelligence in business forecasting Analyses of forecasting
methods, including modeling, selection, and monitoring In addition
to the Foreword by renowned researchers Spyros Makridakis and
Fotios Petropoulos, the book also includes 16 "opinion/editorial"
Afterwords by a diverse range of top academics, consultants,
vendors, and industry practitioners, each providing their own
unique vision of the issues, current state, and future direction of
business forecasting. Perfect for financial controllers, chief
financial officers, business analysts, forecast analysts, and
demand planners, Business Forecasting will also earn a place in the
libraries of other executives and managers who seek a one-stop
resource to help them critically assess and improve their own
organization's forecasting efforts.
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