Artificial Intelligence in Forecasting

Artificial Intelligence in Forecasting

  • Sachi Mohanty
  • Preethi Nanjundan
  • Tejaswini Kar
Publisher:CRC PressISBN 13: 9781040051504ISBN 10: 1040051502

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Know about the book -

Artificial Intelligence in Forecasting is written by Sachi Mohanty and published by CRC Press. It's available with International Standard Book Number or ISBN identification 1040051502 (ISBN 10) and 9781040051504 (ISBN 13).

Forecasting deals with the uncertainty of the future. To be effective, forecasting models should be timely available, accurate, reliable, and compatible with existing database. Accurate projection of the future is of vital importance in supply chain management, inventory control, economic condition, technology, growth trend, social change, political change, business, weather forecasting, stock price prediction, earthquake prediction, etc. AI powered tools and techniques of forecasting play a major role in improving the projection accuracy. The software running AI forecasting models use machine learning to improve accuracy. The software can analyse the past data and can make better prediction about the future trends with higher accuracy and confidence that favours for making proper future planning and decision. In other words, accurate forecasting requires more than just the matching of models to historical data. The book covers the latest techniques used by managers in business today, discover the importance of forecasting and learn how it's accomplished. Readers will also be familiarised with the necessary skills to meet the increased demand for thoughtful and realistic forecasts.