Achieving Digital Transformation Through Analytics And Ai
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Achieving Digital Transformation Through Analytics And Ai
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Author : Jay Liebowitz
language : en
Publisher: World Scientific
Release Date :
Achieving Digital Transformation Through Analytics And Ai written by Jay Liebowitz and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Achieving Digital Transformation Through Analytics And Ai
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Author : Jay Liebowitz
language : en
Publisher: World Scientific
Release Date : 2024-12-27
Achieving Digital Transformation Through Analytics And Ai written by Jay Liebowitz and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-27 with Technology & Engineering categories.
Due to the rapid emergence of the development and use of Analytics and AI in organizations, this book focuses on these aspects related to digital transformation. We are in the midst of the GenAI craze, with prompt engineering, large language models, and AI ethics playing key roles. According to estimates, about 329 million terabytes of data are created each day [https://explodingtopics.com/blog/data-generated-per-day] or approximately 120 zettabytes per year. With this overabundance of data, in all types of forms, the use of Analytics and AI are essential techniques to help organizations make sense of their digital transformation efforts. In this book volume, we are fortunate to have the contributions of leading individuals worldwide in various sectors, such as organization AI implementation, business management innovation and data gathering using artificial intelligence.
Data Analytics And Ai
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Author : Jay Liebowitz
language : en
Publisher: CRC Press
Release Date : 2020-08-06
Data Analytics And Ai written by Jay Liebowitz and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-06 with Computers categories.
Analytics and artificial intelligence (AI), what are they good for? The bandwagon keeps answering, absolutely everything! Analytics and artificial intelligence have captured the attention of everyone from top executives to the person in the street. While these disciplines have a relatively long history, within the last ten or so years they have exploded into corporate business and public consciousness. Organizations have rushed to embrace data-driven decision making. Companies everywhere are turning out products boasting that "artificial intelligence is included." We are indeed living in exciting times. The question we need to ask is, do we really know how to get business value from these exciting tools? Unfortunately, both the analytics and AI communities have not done a great job in collaborating and communicating with each other to build the necessary synergies. This book bridges the gap between these two critical fields. The book begins by explaining the commonalities and differences in the fields of data science, artificial intelligence, and autonomy by giving a historical perspective for each of these fields, followed by exploration of common technologies and current trends in each field. The book also readers introduces to applications of deep learning in industry with an overview of deep learning and its key architectures, as well as a survey and discussion of the main applications of deep learning. The book also presents case studies to illustrate applications of AI and analytics. These include a case study from the healthcare industry and an investigation of a digital transformation enabled by AI and analytics transforming a product-oriented company into one delivering solutions and services. The book concludes with a proposed AI-informed data analytics life cycle to be applied to unstructured data.
Systems Of Insight For Digital Transformation Using Ibm Operational Decision Manager Advanced And Predictive Analytics
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Author : Whei-Jen Chen
language : en
Publisher: IBM Redbooks
Release Date : 2015-12-03
Systems Of Insight For Digital Transformation Using Ibm Operational Decision Manager Advanced And Predictive Analytics written by Whei-Jen Chen and has been published by IBM Redbooks this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-03 with Computers categories.
Systems of record (SORs) are engines that generates value for your business. Systems of engagement (SOE) are always evolving and generating new customer-centric experiences and new opportunities to capitalize on the value in the systems of record. The highest value is gained when systems of record and systems of engagement are brought together to deliver insight. Systems of insight (SOI) monitor and analyze what is going on with various behaviors in the systems of engagement and information being stored or transacted in the systems of record. SOIs seek new opportunities, risks, and operational behavior that needs to be reported or have action taken to optimize business outcomes. Systems of insight are at the core of the Digital Experience, which tries to derive insights from the enormous amount of data generated by automated processes and customer interactions. Systems of Insight can also provide the ability to apply analytics and rules to real-time data as it flows within, throughout, and beyond the enterprise (applications, databases, mobile, social, Internet of Things) to gain the wanted insight. Deriving this insight is a key step toward being able to make the best decisions and take the most appropriate actions. Examples of such actions are to improve the number of satisfied clients, identify clients at risk of leaving and incentivize them to stay loyal, identify patterns of risk or fraudulent behavior and take action to minimize it as early as possible, and detect patterns of behavior in operational systems and transportation that lead to failures, delays, and maintenance and take early action to minimize risks and costs. IBM® Operational Decision Manager is a decision management platform that provides capabilities that support both event-driven insight patterns, and business-rule-driven scenarios. It also can easily be used in combination with other IBM Analytics solutions, as the detailed examples will show. IBM Operational Decision Manager Advanced, along with complementary IBM software offerings that also provide capability for systems of insight, provides a way to deliver the greatest value to your customers and your business. IBM Operational Decision Manager Advanced brings together data from different sources to recognize meaningful trends and patterns. It empowers business users to define, manage, and automate repeatable operational decisions. As a result, organizations can create and shape customer-centric business moments. This IBM Redbooks® publication explains the key concepts of systems of insight and how to implement a system of insight solution with examples. It is intended for IT architects and professionals who are responsible for implementing a systems of insights solution requiring event-based context pattern detection and deterministic decision services to enhance other analytics solution components with IBM Operational Decision Manager Advanced.
The Ai Advantage
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Author : Thomas H. Davenport
language : en
Publisher: MIT Press
Release Date : 2019-08-06
The Ai Advantage written by Thomas H. Davenport and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-06 with Business & Economics categories.
Cutting through the hype, a practical guide to using artificial intelligence for business benefits and competitive advantage. In The AI Advantage, Thomas Davenport offers a guide to using artificial intelligence in business. He describes what technologies are available and how companies can use them for business benefits and competitive advantage. He cuts through the hype of the AI craze—remember when it seemed plausible that IBM's Watson could cure cancer?—to explain how businesses can put artificial intelligence to work now, in the real world. His key recommendation: don't go for the “moonshot” (curing cancer, or synthesizing all investment knowledge); look for the “low-hanging fruit” to make your company more efficient. Davenport explains that the business value AI offers is solid rather than sexy or splashy. AI will improve products and processes and make decisions better informed—important but largely invisible tasks. AI technologies won't replace human workers but augment their capabilities, with smart machines to work alongside smart people. AI can automate structured and repetitive work; provide extensive analysis of data through machine learning (“analytics on steroids”), and engage with customers and employees via chatbots and intelligent agents. Companies should experiment with these technologies and develop their own expertise. Davenport describes the major AI technologies and explains how they are being used, reports on the AI work done by large commercial enterprises like Amazon and Google, and outlines strategies and steps to becoming a cognitive corporation. This book provides an invaluable guide to the real-world future of business AI. A book in the Management on the Cutting Edge series, published in cooperation with MIT Sloan Management Review.
Anticipating And Preparing For Emerging Skills And Jobs
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Author : Brajesh Panth
language : en
Publisher: Springer Nature
Release Date : 2020-11-02
Anticipating And Preparing For Emerging Skills And Jobs written by Brajesh Panth and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-02 with Education categories.
This open access book analyzes the main drivers that are influencing the dramatic evolution of work in Asia and the Pacific and identifies the implications for education and training in the region. It also assesses how education and training philosophies, curricula, and pedagogy can be reshaped to produce workers with the skills required to meet the emerging demands of the Fourth Industrial Revolution. The book’s 40 articles cover a wide range of topics and reflect the diverse perspectives of the eminent policy makers, practitioners, and researchers who authored them. To maximize its potential impact, this Springer-Asian Development Bank co-publication has been made available as open access.
Leveraging Digital Transformation
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Author : M Nadia Vincent
language : en
Publisher: Aviva Publishing
Release Date : 2020-03
Leveraging Digital Transformation written by M Nadia Vincent and has been published by Aviva Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03 with categories.
Leveraging Digital Transformation by M. Nadia Vincent is a practical guide for business executives, C-levels, digital transformation leaders, and IT managers alike as they implement digital transformation in their organizations or businesses. In this book, you will learn about: 1. Creating your transformative vision for sustainable organizations and businesses 2. Facilitating self-transformation for leaders so they inspire individual transformations and engagement in their organizations 3. Creating environments that are efficient and promote business innovation and disruption 4. Empowering leaders with a progressive mindset so they embrace change and make better personal, business, and digital choices 5. Innovating using breakthrough digital business strategy 6. Digitally enabling organizations for faster deliveries and increased business performance 7. Converting digital transformation and innovation into a lucrative investment for increased ROI 8. Adopting and implementing artificial intelligence for the new business intelligence.
Responsible Ai And Analytics For An Ethical And Inclusive Digitized Society
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Author : Denis Dennehy
language : en
Publisher: Springer Nature
Release Date : 2021-08-25
Responsible Ai And Analytics For An Ethical And Inclusive Digitized Society written by Denis Dennehy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-25 with Computers categories.
This volume constitutes the proceedings of the 20th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2021, held in Galway, Ireland, in September 2021.* The total of 57 full and 8 short papers presented in these volumes were carefully reviewed and selected from 141 submissions. The papers are organized in the following topical sections: AI for Digital Transformation and Public Good; AI & Analytics Decision Making; AI Philosophy, Ethics & Governance; Privacy & Transparency in a Digitized Society; Digital Enabled Sustainable Organizations and Societies; Digital Technologies and Organizational Capabilities; Digitized Supply Chains; Customer Behavior and E-business; Blockchain; Information Systems Development; Social Media & Analytics; and Teaching & Learning. *The conference was held virtually due to the COVID-19 pandemic.
Achieving Business Excellence Through Triple Transformation
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Author : Okur Dinçsoy, Meltem
language : en
Publisher: IGI Global
Release Date : 2025-02-04
Achieving Business Excellence Through Triple Transformation written by Okur Dinçsoy, Meltem and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-04 with Business & Economics categories.
In an era defined by rapid technological advancement and shifting societal expectations, businesses must evolve on multiple fronts to remain competitive and relevant. The integration of digital, cultural, and strategic transformation enables organizations to innovate, foster resilience, and respond effectively to market demands. By embracing this comprehensive approach, companies can drive long-term growth while promoting sustainability and social responsibility. This multifaceted transformation not only enhances operational efficiency and employee engagement but also strengthens stakeholder trust and positions businesses to thrive in an increasingly complex global landscape. Such forward-thinking strategies contribute to more adaptive, purpose-driven, and future-ready enterprises. Achieving Business Excellence Through Triple Transformation provides a structured and actionable framework that integrates digital, cultural, and strategic transformations as a pathway to sustained business excellence. It presents a comprehensive approach that ties together three critical domains, each of which is often treated in isolation. Covering topics such as business performance, organizational development, and social entrepreneurship, this book is an excellent resource for business leaders, entrepreneurs, researchers, academicians, and more.
Measuring The Digital Transformation A Roadmap For The Future
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Author : OECD
language : en
Publisher: OECD Publishing
Release Date : 2019-03-11
Measuring The Digital Transformation A Roadmap For The Future written by OECD and has been published by OECD Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-11 with categories.
Measuring the Digital Transformation: A Roadmap for the Future provides new insights into the state of the digital transformation by mapping indicators across a range of areas – from education and innovation, to trade and economic and social outcomes – against current digital policy issues, as presented in Going Digital: Shaping Policies, Improving Lives.