Analytics Enabled Decision Making PDF Download
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| Author | : Vinod Sharma |
| Publisher | : Springer Nature |
| Total Pages | : 315 |
| Release | : 2023-05-23 |
| Genre | : Business & Economics |
| ISBN | : 981199658X |
Download Analytics Enabled Decision Making Book in PDF, ePub and Kindle
Analytics is changing the landscape of businesses across sectors globally. This has led to the stimulation of interest of scholars and practitioners worldwide in this domain. The emergence of ‘big data’, has fanned the usages of machine learning techniques and the acceptance of ‘Analytics Enabled Decision Making’. This book provides a holistic theoretical perspective combined with the application of such theories by drawing on the experiences of industry professionals and academicians from around the world. The book discusses several paradigms including pattern mining, clustering, classification, and data analysis to name a few. The main objective of this book is to offer insight into the process of decision-making that is accelerated and made more precise with the help of analytics.
| Author | : Joe Zhu |
| Publisher | : Springer Nature |
| Total Pages | : 370 |
| Release | : 2021-12-16 |
| Genre | : Business & Economics |
| ISBN | : 3030751627 |
Download Data-Enabled Analytics Book in PDF, ePub and Kindle
This book explores the novel uses and potentials of Data Envelopment Analysis (DEA) under big data. These areas are of widespread interest to researchers and practitioners alike. Considering the vast literature on DEA, one could say that DEA has been and continues to be, a widely used technique both in performance and productivity measurement, having covered a plethora of challenges and debates within the modelling framework.
| Author | : Lawrence S. Maisel |
| Publisher | : John Wiley & Sons |
| Total Pages | : 243 |
| Release | : 2022-01-19 |
| Genre | : Business & Economics |
| ISBN | : 1119736080 |
Download AI-Enabled Analytics for Business Book in PDF, ePub and Kindle
We are entering the era of digital transformation where human and artificial intelligence (AI) work hand in hand to achieve data driven performance. Today, more than ever, businesses are expected to possess the talent, tools, processes, and capabilities to enable their organizations to implement and utilize continuous analysis of past business performance and events to gain forward-looking insight to drive business decisions and actions. AI-Enabled Analytics in Business is your Roadmap to meet this essential business capability. To ensure we can plan for the future vs react to the future when it arrives, we need to develop and deploy a toolbox of tools, techniques, and effective processes to reveal forward-looking unbiased insights that help us understand significant patterns, relationships, and trends. This book promotes clarity to enable you to make better decisions from insights about the future. Learn how advanced analytics ensures that your people have the right information at the right time to gain critical insights and performance opportunities Empower better, smarter decision making by implementing AI-enabled analytics decision support tools Uncover patterns and insights in data, and discover facts about your business that will unlock greater performance Gain inspiration from practical examples and use cases showing how to move your business toward AI-Enabled decision making AI-Enabled Analytics in Business is a must-have practical resource for directors, officers, and executives across various functional disciplines who seek increased business performance and valuation.
| Author | : P. Mary Jeyanthi |
| Publisher | : Springer Nature |
| Total Pages | : 236 |
| Release | : 2022-01-01 |
| Genre | : Technology & Engineering |
| ISBN | : 3030827631 |
Download Decision Intelligence Analytics and the Implementation of Strategic Business Management Book in PDF, ePub and Kindle
This book presents a framework for developing an analytics strategy that includes a range of activities, from problem definition and data collection to data warehousing, analysis, and decision making. The authors examine best practices in team analytics strategies such as player evaluation, game strategy, and training and performance. They also explore the way in which organizations can use analytics to drive additional revenue and operate more efficiently. The authors provide keys to building and organizing a decision intelligence analytics that delivers insights into all parts of an organization. The book examines the criteria and tools for evaluating and selecting decision intelligence analytics technologies and the applicability of strategies for fostering a culture that prioritizes data-driven decision making. Each chapter is carefully segmented to enable the reader to gain knowledge in business intelligence, decision making and artificial intelligence in a strategic management context.
| Author | : David Roi Hardoon |
| Publisher | : CRC Press |
| Total Pages | : 192 |
| Release | : 2013-03-26 |
| Genre | : Business & Economics |
| ISBN | : 1439896534 |
Download Getting Started with Business Analytics Book in PDF, ePub and Kindle
Assuming no prior knowledge or technical skills, Getting Started with Business Analytics: Insightful Decision-Making explores the contents, capabilities, and applications of business analytics. It bridges the worlds of business and statistics and describes business analytics from a non-commercial standpoint. The authors demystify the main concepts and terminologies and give many examples of real-world applications. The first part of the book introduces business data and recent technologies that have promoted fact-based decision-making. The authors look at how business intelligence differs from business analytics. They also discuss the main components of a business analytics application and the various requirements for integrating business with analytics. The second part presents the technologies underlying business analytics: data mining and data analytics. The book helps you understand the key concepts and ideas behind data mining and shows how data mining has expanded into data analytics when considering new types of data such as network and text data. The third part explores business analytics in depth, covering customer, social, and operational analytics. Each chapter in this part incorporates hands-on projects based on publicly available data. Helping you make sound decisions based on hard data, this self-contained guide provides an integrated framework for data mining in business analytics. It takes you on a journey through this data-rich world, showing you how to deploy business analytics solutions in your organization.
| Author | : Luiz Paulo Fávero |
| Publisher | : Academic Press |
| Total Pages | : 1240 |
| Release | : 2019-04-11 |
| Genre | : Business & Economics |
| ISBN | : 0128112174 |
Download Data Science for Business and Decision Making Book in PDF, ePub and Kindle
Data Science for Business and Decision Making covers both statistics and operations research while most competing textbooks focus on one or the other. As a result, the book more clearly defines the principles of business analytics for those who want to apply quantitative methods in their work. Its emphasis reflects the importance of regression, optimization and simulation for practitioners of business analytics. Each chapter uses a didactic format that is followed by exercises and answers. Freely-accessible datasets enable students and professionals to work with Excel, Stata Statistical Software®, and IBM SPSS Statistics Software®. Combines statistics and operations research modeling to teach the principles of business analytics Written for students who want to apply statistics, optimization and multivariate modeling to gain competitive advantages in business Shows how powerful software packages, such as SPSS and Stata, can create graphical and numerical outputs
| Author | : Parul Gandhi |
| Publisher | : CRC Press |
| Total Pages | : 150 |
| Release | : 2021-12-21 |
| Genre | : Computers |
| ISBN | : 1000506436 |
Download Data Driven Decision Making using Analytics Book in PDF, ePub and Kindle
This book aims to explain Data Analytics towards decision making in terms of models and algorithms, theoretical concepts, applications, experiments in relevant domains or focused on specific issues. It explores the concepts of database technology, machine learning, knowledge-based system, high performance computing, information retrieval, finding patterns hidden in large datasets and data visualization. Also, it presents various paradigms including pattern mining, clustering, classification, and data analysis. Overall aim is to provide technical solutions in the field of data analytics and data mining. Features: Covers descriptive statistics with respect to predictive analytics and business analytics. Discusses different data analytics platforms for real-time applications. Explain SMART business models. Includes algorithms in data sciences alongwith automated methods and models. Explores varied challenges encountered by researchers and businesses in the realm of real-time analytics. This book aims at researchers and graduate students in data analytics, data sciences, data mining, and signal processing.
| Author | : Simone Gressel |
| Publisher | : SAGE |
| Total Pages | : 354 |
| Release | : 2020-10-12 |
| Genre | : Business & Economics |
| ISBN | : 1529738288 |
Download Management Decision-Making, Big Data and Analytics Book in PDF, ePub and Kindle
Accessible and concise, this exciting new textbook examines data analytics from a managerial and organizational perspective and looks at how they can help managers become more effective decision-makers. The book successfully combines theory with practical application, featuring case studies, examples and a ‘critical incidents’ feature that make these topics engaging and relevant for students of business and management. The book features chapters on cutting-edge topics, including: • Big data • Analytics • Managing emerging technologies and decision-making • Managing the ethics, security, privacy and legal aspects of data-driven decision-making The book is accompanied by an Instructor’s Manual, PowerPoint slides and access to journal articles. Suitable for management students studying business analytics and decision-making at undergraduate, postgraduate and MBA levels.
| Author | : David Roi Hardoon |
| Publisher | : CRC Press |
| Total Pages | : 192 |
| Release | : 2013-03-26 |
| Genre | : Business & Economics |
| ISBN | : 149875967X |
Download Getting Started with Business Analytics Book in PDF, ePub and Kindle
Assuming no prior knowledge or technical skills, Getting Started with Business Analytics: Insightful Decision-Making explores the contents, capabilities, and applications of business analytics. It bridges the worlds of business and statistics and describes business analytics from a non-commercial standpoint. The authors demystify the main concepts
| Author | : S. Christian Albright |
| Publisher | : |
| Total Pages | : |
| Release | : 2017 |
| Genre | : |
| ISBN | : 9781337559683 |
Download Business Analytics Book in PDF, ePub and Kindle
