Predictive Analytics: Modeling and Optimization 1st Edition PDF ebook

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eBook Details:

Full title: Predictive Analytics: Modeling and Optimization
1st Edition
Edition: 1st
Copyright year: 2021
Publisher: CRC Press
Author: Vijay Kumar; Mangey Ram
ISBN: 9781003083177, 9781000332889
Format: PDF

Description of Predictive Analytics: Modeling and Optimization
1st Edition:
Predictive analytics refers to making predictions about the future based on different parameters which are historical data, machine learning, and artificial intelligence. This book provides the most recent advances in the field along with case studies and real-world examples. ? It discusses predictive modeling and analytics in reliability engineering and introduces current achievements and applications of artificial intelligence, data mining, and other techniques in supply chain management. It covers applications to reliability engineering practice, presents numerous examples to illustrate the theoretical results, and considers and analyses case studies and real-word examples. ? The book is written for researchers and practitioners in the field of system reliability, quality, supply chain management, and logistics management. Students taking courses in these areas will also find this book of interest.

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