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Predictive Analytics : Modeling and Optimization - Vijay Kumar

Predictive Analytics

Modeling and Optimization

By: Vijay Kumar, Mangey Ram

eText | 13 January 2021 | Edition Number 1

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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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Non-FictionEngineering & TechnologyIndustrial Chemistry & Manufacturing TechnologiesMathematicsCalculus & Mathematical AnalysisComputing & I.T.Computer ScienceMechanical Engineering & MaterialsProduction & Industrial EngineeringIndustrial Quality ControlDatabasesEnergy Technology & Engineering
Electrical EngineeringTechnology in GeneralEngineering in GeneralApplied MathematicsLanguage & LinguisticsReference, Dictionaries & GuidesWriting & Editing GuidesTechnical WritingArts & EntertainmentDesign, Industrial & Commercial Arts, IllustrationProduct DesignOptimisationGame Theory

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Published: 7th October 2024

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