Data-Driven Decision-Making for Business
Data-Driven Decision-Making for Business

Author: Claus Grand Bang

Publisher: Taylor & Francis

Published: 2024-08-22

Total Pages: 327

ISBN-13: 1040103332

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Research shows that companies that employ data-driven decision-making are more productive, have a higher market value, and deliver higher returns for their shareholders. In this book, the reader will discover the history, theory, and practice of data-driven decision-making, learning how organizations and individual managers alike can utilize its methods to avoid cognitive biases and improve confidence in their decisions. It argues that value does not come from data, but from acting on data. Throughout the book, the reader will examine how to convert data to value through data-driven decision-making, as well as how to create a strong foundation for such decision-making within organizations. Covering topics such as strategy, culture, analysis, and ethics, the text uses a collection of diverse and up-to-date case studies to convey insights which can be developed into future action. Simultaneously, the text works to bridge the gap between data specialists and businesspeople. Clear learning outcomes and chapter summaries ensure that key points are highlighted, enabling lecturers to easily align the text to their curriculums. Data-Driven Decision-Making for Business provides important reading for undergraduate and postgraduate students of business and data analytics programs, as well as wider MBA classes. Chapters can also be used on a standalone basis, turning the book into a key reference work for students graduating into practitioners. The book is supported by online resources, including PowerPoint slides for each chapter.

Artificial Intelligence for Knowledge Management
Artificial Intelligence for Knowledge Management

Author: Eunika Mercier-Laurent

Publisher: Springer

Published: 2017-04-10

Total Pages: 177

ISBN-13: 3319559702

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This book features a selection of papers presented at the Third IFIP WG 12.6 International Workshop on Artificial Intelligence for Knowledge Management, AI4KM 2015, held in Buenos Aires, Argentina, in July 2015, in the framework of the International Joint Conference on Artificial Intelligence, IJCAI 2015. The 9 revised and extended papers were carefully reviewed and selected from 15 submissions. They present new research and innovative aspects in the field of knowledge management such as knowledge models, KM and Web, knowledge capturing and learning, and KM and AI intersections.

Manual for Developing Intercultural Competencies (Open Access)
Manual for Developing Intercultural Competencies (Open Access)

Author: Darla K. Deardorff

Publisher: Routledge

Published: 2019-08-16

Total Pages: 81

ISBN-13: 0429534817

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This book presents a structured yet flexible methodology for developing intercultural competence in a variety of contexts, both formal and informal. Piloted around the world by UNESCO, this methodology has proven to be effective in a range of different contexts and focused on a variety of different issues. It, therefore can be considered an important resource for anyone concerned with effectively managing the growing cultural diversity within our societies to ensure inclusive and sustainable development. Intercultural competence refers to the skills, attitudes, and behaviours needed to improve interactions across difference, whether within a society (differences due to age, gender, religion, socio-economic status, political affiliation, ethnicity, and so on) or across borders. The book serves as a tool to develop those competences, presenting an innovative adaptation of what could be considered an ancient tradition of storytelling found in many cultures. Through engaging in the methodology, participants develop key elements of intercultural competence, including greater self-awareness, openness, respect, reflexivity, empathy, increased awareness of others, and in the end, greater cultural humility. This book will be of great interest to intercultural trainers, policy makers, development practitioners, educators, community organizers, civil society leaders, university lecturers and students – all who are interested in developing intercultural competence as a means to understand and appreciate difference, develop relationships with those across difference, engage in intercultural dialogue, and bridge societal divides.

Financial Intelligence, Revised Edition
Financial Intelligence, Revised Edition

Author: Karen Berman

Publisher: Harvard Business Review Press

Published: 2013-02-19

Total Pages: 304

ISBN-13: 1422144119

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Explains what business numbers mean and why they matter, and addresses issues that have become more important in recent years, including questions about the financial crisis and accounting literacy.

Competing in the Age of AI
Competing in the Age of AI

Author: Marco Iansiti

Publisher: Harvard Business Press

Published: 2020-01-07

Total Pages: 175

ISBN-13: 1633697630

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"a provocative new book" — The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and deliver value. Now with a new preface that explores how the coronavirus crisis compelled organizations such as Massachusetts General Hospital, Verizon, and IKEA to transform themselves with remarkable speed, Marco Iansiti and Karim R. Lakhani show how reinventing the firm around data, analytics, and AI removes traditional constraints on scale, scope, and learning that have restricted business growth for hundreds of years. From Airbnb to Ant Financial, Microsoft to Amazon, research shows how AI-driven processes are vastly more scalable than traditional processes, allow massive scope increase, enabling companies to straddle industry boundaries, and create powerful opportunities for learning—to drive ever more accurate, complex, and sophisticated predictions. When traditional operating constraints are removed, strategy becomes a whole new game, one whose rules and likely outcomes this book will make clear. Iansiti and Lakhani: Present a framework for rethinking business and operating models Explain how "collisions" between AI-driven/digital and traditional/analog firms are reshaping competition, altering the structure of our economy, and forcing traditional companies to rearchitect their operating models Explain the opportunities and risks created by digital firms Describe the new challenges and responsibilities for the leaders of both digital and traditional firms Packed with examples—including many from the most powerful and innovative global, AI-driven competitors—and based on research in hundreds of firms across many sectors, this is your essential guide for rethinking how your firm competes and operates in the era of AI.

How to Differentiate Instruction in Mixed-ability Classrooms
How to Differentiate Instruction in Mixed-ability Classrooms

Author: Carol A. Tomlinson

Publisher: ASCD

Published: 2001

Total Pages: 128

ISBN-13: 0871205122

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Offers a definition of differentiated instruction, and provides principles and strategies designed to help teachers create learning environments that address the different learning styles, interests, and readiness levels found in a typical mixed-ability classroom.

Analytics, Data Science, and Artificial Intelligence
Analytics, Data Science, and Artificial Intelligence

Author: Ramesh Sharda

Publisher:

Published: 2020-03-06

Total Pages: 832

ISBN-13: 9781292341552

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For courses in decision support systems, computerized decision-making tools, and management support systems. Market-leading guide to modern analytics, for better business decisionsAnalytics, Data Science, & Artificial Intelligence: Systems for Decision Support is the most comprehensive introduction to technologies collectively called analytics (or business analytics) and the fundamental methods, techniques, and software used to design and develop these systems. Students gain inspiration from examples of organisations that have employed analytics to make decisions, while leveraging the resources of a companion website. With six new chapters, the 11th edition marks a major reorganisation reflecting a new focus -- analytics and its enabling technologies, including AI, machine-learning, robotics, chatbots, and IoT.

The Complete Business Process Handbook
The Complete Business Process Handbook

Author: Mark Von Rosing

Publisher: Morgan Kaufmann

Published: 2014-12-06

Total Pages: 819

ISBN-13: 012800472X

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The Complete Business Process Handbook is the most comprehensive body of knowledge on business processes with revealing new research. Written as a practical guide for Executives, Practitioners, Managers and Students by the authorities that have shaped the way we think and work with process today. It stands out as a masterpiece, being part of the BPM bachelor and master degree curriculum at universities around the world, with revealing academic research and insight from the leaders in the market. This book provides everything you need to know about the processes and frameworks, methods, and approaches to implement BPM. Through real-world examples, best practices, LEADing practices and advice from experts, readers will understand how BPM works and how to best use it to their advantage. Cases from industry leaders and innovators show how early adopters of LEADing Practices improved their businesses by using BPM technology and methodology. As the first of three volumes, this book represents the most comprehensive body of knowledge published on business process. Following closely behind, the second volume uniquely bridges theory with how BPM is applied today with the most extensive information on extended BPM. The third volume will explore award winning real-life examples of leading business process practices and how it can be replaced to your advantage. Learn what Business Process is and how to get started Comprehensive historical process evolution In-depth look at the Process Anatomy, Semantics and Ontology Find out how to link Strategy to Operation with value driven BPM Uncover how to establish a way of Thinking, Working, Modelling and Implementation Explore comprehensive Frameworks, Methods and Approaches How to build BPM competencies and establish a Center of Excellence Discover how to apply Social BPM, Sustainable and Evidence based BPM Learn how Value & Performance Measurement and Management Learn how to roll-out and deploy process Explore how to enable Process Owners, Roles and Knowledge Workers Discover how to Process and Application Modelling Uncover Process Lifecycle, Maturity, Alignment and Continuous Improvement Practical continuous improvement with the way of Governance Future BPM trends that will affect business Explore the BPM Body of Knowledge