Data Analytics In Operations Management
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Data Analytics In Operations Management
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Author : Aaron Locklear
language : en
Publisher: Independently Published
Release Date : 2024-05
Data Analytics In Operations Management written by Aaron Locklear and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05 with Business & Economics categories.
"Data Analytics in Operations Management: Theory and Practice for the Future Landscape" is meticulously crafted to empower operations managers and business leaders in harnessing the transformative power of data analytics. The content is methodically structured, offering a rich blend of theoretical knowledge and practical application, ensuring readers are well-equipped to leverage analytics for informed decision-making. Commencing with foundational concepts, the book progresses through the intricacies of data infrastructure, presenting cutting-edge methodologies for interpreting and utilizing information. With incisive chapters on decision-making, integration of analytics into various business domains, and human factors in data interpretation, the guide deftly addresses the multifaceted nature of operations in a data-centric business world. A thorough examination of project management within the analytics sphere is paired with sagacious insights into the alignment of operational and data strategies, thus amplifying the decision-making prowess of managers. Crucially, the volume delves into governance, outlining the imperative for compliance in an ever-evolving regulatory landscape. The publication encapsulates emerging trends and their prospective influence on operations, preparing organizations for the pulse of future innovations. Concluding with a strategic compendium, it sets the course for ongoing development and application of analytics in operations management.
Applied Big Data Analytics In Operations Management
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Author : Kumar, Manish
language : en
Publisher: IGI Global
Release Date : 2016-09-30
Applied Big Data Analytics In Operations Management written by Kumar, Manish and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-30 with Business & Economics categories.
Operations management is a tool by which companies can effectively meet customers’ needs using the least amount of resources necessary. With the emergence of sensors and smart metering, big data is becoming an intrinsic part of modern operations management. Applied Big Data Analytics in Operations Management enumerates the challenges and creative solutions and tools to apply when using big data in operations management. Outlining revolutionary concepts and applications that help businesses predict customer behavior along with applications of artificial neural networks, predictive analytics, and opinion mining on business management, this comprehensive publication is ideal for IT professionals, software engineers, business professionals, managers, and students of management.
Data Analytics In Operations Management
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Author : Velibor Mišić
language : en
Publisher:
Release Date : 2019
Data Analytics In Operations Management written by Velibor Mišić and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
Research in operations management has traditionally focused on models for understanding, mostly at a strategic level, how firms should operate. Spurred by the growing availability of data and recent advances in machine learning and optimization methodologies, there has been an increasing application of data analytics to problems in operations management. In this paper, we review recent applications of data analytics to operations management, in three major areas -- supply chain management, revenue management and healthcare operations -- and highlight some exciting directions for the future.
Operations Management And Data Analytics Modelling
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Author : Lalit Kumar Awasthi
language : en
Publisher: CRC Press
Release Date : 2021-12-30
Operations Management And Data Analytics Modelling written by Lalit Kumar Awasthi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-30 with Business & Economics categories.
Operations Management and Data Analytics Modelling: Economic Crises Perspective addresses real operation management problems in thrust areas like the healthcare and energy management sectors and Industry 4.0. It discusses recent advances and trends in developing data-driven operation management-based methodologies, big data analysis, application of computers in industrial engineering, optimization techniques, development of decision support systems for industrial operation, the role of a multiple-criteria decision-making (MCDM) approach in operation management, fuzzy set theory-based operation management modelling and Lean Six Sigma. Features Discusses the importance of data analytics in industrial operations to improve economy Provides step-by-step implementation of operation management models to identify best practices Covers in-depth analysis using data-based operation management tools and techniques Discusses mathematical modelling for novel operation management models to solve industrial problems This book is aimed at graduate students and professionals in the field of industrial and production engineering, mechanical engineering and materials science.
Analytics Operations And Strategic Decision Making In The Public Sector
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Author : Evans, Gerald William
language : en
Publisher: IGI Global
Release Date : 2019-02-15
Analytics Operations And Strategic Decision Making In The Public Sector written by Evans, Gerald William and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-15 with Political Science categories.
Analytics for the public sector involves the application of operations research and statistical techniques to solve various problems existing outside of the private sector. The use of analytics for the public sector results in more efficient and effective services for the clients and users of these systems. Analytics, Operations, and Strategic Decision Making in the Public Sector is an essential reference source that discusses analytics applications in various public sector organizations, and addresses the difficulties associated with the design and operation of these systems including multiple conflicting objectives, uncertainties and resulting risk, ill-structured nature, combinatorial design aspects, and scale. Featuring research on topics such as analytical modeling techniques, data mining, and statistical analysis, this book is ideally designed for academicians, educators, researchers, students, and public sector professionals including those in local, state, and federal governments; criminal justice systems; healthcare; energy and natural resources; waste management; emergency response; and the military.
Handbook Of Military And Defense Operations Research
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Author : Natalie M. Scala
language : en
Publisher: CRC Press
Release Date : 2024-08-21
Handbook Of Military And Defense Operations Research written by Natalie M. Scala and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-21 with Business & Economics categories.
Tracing its roots back to World War II, operations research (OR) has become a vital tool in military and defense strategy. The second edition of the Handbook of Military and Defense Operations Research highlights this evolution, showcasing how OR integrates with cutting-edge areas like artificial intelligence, cybersecurity, and big data analytics. This volume is more than a historical account; it is a practical guide. The volume features expert voices and offers insights into OR applications in modern security challenges. Readers will discover a blend of theory and real-world case studies, making it an essential resource for both newcomers and seasoned defense analysis professionals. Dive into this handbook to explore the rich, dynamic field of military and defense operations research, a discipline at the heart of global security and strategic decision-making. New to the second edition: Reorganized into a three-part structure Extensive revisions throughout Numerous new exercises, examples, and case studies Several new chapters
Computing Predictive Analytics Business Intelligence And Economics
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Author : Cyrus F. Nourani
language : en
Publisher: CRC Press
Release Date : 2019-06-26
Computing Predictive Analytics Business Intelligence And Economics written by Cyrus F. Nourani and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-26 with Computers categories.
This volume brings together research and system designs that address the scientific basis and the practical systems design issues that support areas ranging from intelligent business interfaces and predictive analytics to economics modeling. Applications for management science and IT have been of interest areas for business schools and computing experts during recent years. Among the areas that are being treated are modern analytics, heterogeneous computing, business intelligence, ERP (enterprise resource planning), and decision science. Consumers have been pledging their love for data visualizations for a while now, and data is the area being explored, such as B2B and EC (E-commerce), E-business and the Intelligent Web, CRM (customer relationship management), infrastructures, and more. The digitization implications of these many new applications are described and explored in this informative volume.
Operations Management Unleashed Streamlining Efficiency And Innovation
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Author : Dr.Garima Mathura
language : en
Publisher: Inkbound Publishers
Release Date : 2023-08-17
Operations Management Unleashed Streamlining Efficiency And Innovation written by Dr.Garima Mathura and has been published by Inkbound Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-17 with Business & Economics categories.
Unleash the potential of operations management with strategies to streamline efficiency and foster innovation. This book provides practical guidance for managers aiming to optimize processes and drive operational excellence.
Entrepreneurship And Business Management Made Simple
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Author : Ankal Ahluwalia
language : en
Publisher: Educohack Press
Release Date : 2025-01-03
Entrepreneurship And Business Management Made Simple written by Ankal Ahluwalia and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-03 with Business & Economics categories.
The illustrations in this book are created by “Team Educohack”. "Entrepreneurship and Business Management Made Simple" provides a comprehensive guide to understanding and managing businesses effectively. We explore the integral role of business and trade in our lives and the teamwork and hard work required to run a company efficiently. Our book covers everything from starting a business to managing and successfully growing it. We discuss the skills needed to launch a company, business expansion strategies, business analytics, and promotion techniques. We also examine the impact of the global pandemic, COVID-19, on businesses. Designed to be informative and accessible, this book is an essential resource for anyone looking to master the fundamentals of entrepreneurship and business management.
Predictive And Prescriptive Analytics In Operations Management
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Author : Omar Skali Lami
language : en
Publisher:
Release Date : 2022
Predictive And Prescriptive Analytics In Operations Management written by Omar Skali Lami and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.
The recent surge in data availability and advances in hardware and software and the recent developments and democratization of analytics highlight the critical importance of prediction and prescription in harnessing the power of data to create value through optimal, data-driven decision making. This thesis proposes novel Machine Learning (ML) and optimization methods in (i) predictive analytics, (ii) prescriptive analytics, and (iii) their high-impact applications in operations management.