Management Of Data In Ai Age
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Management Of Data In Ai Age
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Author : Amandeep Kaur
language : en
Publisher: CSMFL Publications
Release Date : 2020-10-10
Management Of Data In Ai Age written by Amandeep Kaur and has been published by CSMFL Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-10 with Computers categories.
This book is a compilation of contributed works on management of data in the age of artificial intelligence. The AI technologies have changed the way the businesses do manage themselves in modern times. It becomes much more important to manage the data a business owns when the same can be collated and used by the allied AI technologies for forming business decisions. This book highlights how AI and machine learning can help businesses categorise and manage their organizational data. The book introduces how small businesses can benefit from AI technologies for their data management with limited budgets. The book advocates for making AI processes to be core part of consumer experience and support management within the businesses. As a unique feature, this book also goes to make an awareness as to how human brain can use AI’s deep learning capabilities to make reflective decisions. The book also introduces as to how big data and big data analytics can help agriculture and farm management sector. It is hoped that the readership will find this book useful in the areas of big data management, machine learning and data decisions, AI technologies for small businesses, usage of AI in emerging sectors and those areas where data needs to managed in an environment of automation.
Competing In The Age Of Ai
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Author : Marco Iansiti
language : en
Publisher: Harvard Business Press
Release Date : 2020-01-07
Competing In The Age Of Ai written by Marco Iansiti and has been published by Harvard Business Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-07 with Business & Economics categories.
"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.
The Ai Powered Enterprise
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Author : Seth Earley
language : en
Publisher: LifeTree Media
Release Date : 2020-04-28
The Ai Powered Enterprise written by Seth Earley and has been published by LifeTree Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-28 with Business & Economics categories.
Learn how to develop and employ an ontology, the secret weapon for successfully using artificial intelligence to create a powerful competitive advantage in your business. The AI-Powered Enterprise examines two fundamental questions: First, how will the future be different as a result of artificial intelligence? And second, what must companies do to stake their claim on that future? When the Web came along in the mid-90s, it transformed the behavior of customers and remade whole industries. Now, as part of its promise to bring revolutionary change in untold ways to human activity, artificial intelligence—AI—is about to create another complete transformation in how companies create and deliver value to customers. But despite the billions spent so far on bots and other tools, AI continues to stumble. Why can't it magically use all the data organizations generate to make them run faster and better? Because something is missing. AI works only when it understands the soul of the business. An ontology is a holistic digital model of every piece of information that matters to the business, from processes to products to people, and it's what makes the difference between the promise of AI and delivering on that promise. Business leaders who want to catch the AI wave—rather than be crushed by it—need to read The AI-Powered Enterprise. The book is the first to combine a sophisticated explanation of how AI works with a practical approach to applying AI to the problems of business, from customer experience to business operations to product development.
Analytics In The Age Of Artificial Intelligence The Why And The How Of Using Analytics To Unleash The Power Of Artificial Intelligence
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Author : Priyo Chatterjee
language : en
Publisher: Atlantic Publishing Company
Release Date : 2021-07-07
Analytics In The Age Of Artificial Intelligence The Why And The How Of Using Analytics To Unleash The Power Of Artificial Intelligence written by Priyo Chatterjee and has been published by Atlantic Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-07 with Technology & Engineering categories.
Artificial Intelligence is a significant development in the technological landscape, and it is poised to be a veritable game-changer for all concerned. Given globalization and the winner-take-all market dynamics, there is a “superstar” effect at play in most markets, where a select few companies capture a lion’s share of the market, as well as the profit. Given this environment, Analytics goes from becoming a “good to have” to a “must have” if organizations are to take this opportunity to leverage the power of artificial intelligence and other adjacent technologies in an impactful manner. In this book, Priyo Chatterjee, drawing on his years of experience in the Analytics and Data Science space, takes a methodical approach to Analytics by first demonstrating why it has become so critical in “The Age of Artificial Intelligence.” Then he shows how companies can become more Analytical and, thereby, successful in deploying artificial intelligence strategies.
Mastering The Data Paradox
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Author : Nitin Seth
language : en
Publisher: Penguin Random House India Private Limited
Release Date : 2024-03-18
Mastering The Data Paradox written by Nitin Seth and has been published by Penguin Random House India Private Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-18 with Computers categories.
There are two remarkable phenomena that are unfolding almost simultaneously. The first is the emergence of a data-first world, where data has become a central driving force, shaping industries and fueling innovation. The second is the dawn of the AI age, propelled by the advent of Generative AI, that has created the possibility to leverage the data of the world for the first time. The convergence of these two, with data as the common denominator, holds immense promise and the opportunities are boundless. This book provides us with opportunities to push our thinking, to innovate, to transform and to create a better future at all levels—individual, enterprise and the world.
The Future Of Management In An Ai World
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Author : Jordi Canals
language : en
Publisher: Springer Nature
Release Date : 2019-09-21
The Future Of Management In An Ai World written by Jordi Canals and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-21 with Business & Economics categories.
Artificial Intelligence (AI) is redefining the nature and principles of general management. The technological revolution is reshaping industries, disrupting existing business models, making traditional companies obsolete and creating social change. In response, the role of the manager needs to urgently evolve and adjust. Companies need to rethink their purpose, strategy, organisational design and decision-making rules. Crucially they will also need to consider how to nurture and develop the business leaders of the future and develop new ways to interact with society on issues such as privacy and trust. Containing international insights from leading figures from the world of management and technology, this book addresses the big challenges facing organisations, including: · Decision-making · Corporate strategy · People management and leadership · Organisational design Taking a holistic approach, this collection of expert voices provides valuable insight into how firms will discover and commit to what makes them unique in this new big data world, empowering them to create and sustain competitive advantage.
Data Quality In The Age Of Ai
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Author : Andrew Jones
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-05-24
Data Quality In The Age Of Ai written by Andrew Jones and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-24 with Computers categories.
Unlock the power of data with expert insights to enhance data quality, maximizing the potential of AI, and establishing a data-centric culture Key Features Gain a profound understanding of the interplay between data quality and AI Explore strategies to improve data quality with practical implementation and real-world results Acquire the skills to measure and evaluate data quality, empowering data-driven decisions Purchase of the Kindle book includes a free PDF eBook Book DescriptionAs organizations worldwide seek to revamp their data strategies to leverage AI advancements and benefit from newfound capabilities, data quality emerges as the cornerstone for success. Without high-quality data, even the most advanced AI models falter. Enter Data Quality in the Age of AI, a detailed report that illuminates the crucial role of data quality in shaping effective data strategies. Packed with actionable insights, this report highlights the critical role of data quality in your overall data strategy. It equips teams and organizations with the knowledge and tools to thrive in the evolving AI landscape, serving as a roadmap for harnessing the power of data quality, enabling them to unlock their data's full potential, leading to improved performance, reduced costs, increased revenue, and informed strategic decisions.What you will learn Discover actionable steps to establish data quality as the foundation of your data culture Enhance data quality directly at its source with effective strategies and best practices Elevate data quality standards and enhance data literacy within your organization Identify and measure data quality within the dataset Adopt a product mindset to address data quality challenges Explore emerging architectural patterns like data mesh and data contracts Assign roles, responsibilities, and incentives for data generators Gain insights from real-world case studies Who this book is for This report is for data leaders and decision-makers, including CTOs, CIOs, CISOs, CPOs, and CEOs responsible for shaping their organization's data strategy to maximize data value, especially those interested in harnessing recent AI advancements.
Navigating The Ai Revolution
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Author : Instabooks Ai
language : en
Publisher: Independently Published
Release Date : 2024-03-02
Navigating The Ai Revolution written by Instabooks Ai and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-02 with Business & Economics categories.
Navigating the AI Revolution: Transforming Product Management with Artificial Intelligence As we stand on the brink of a new era, the integration of Artificial Intelligence (AI) within the realms of product management heralds a transformative shift. This book explores the profound impact of AI on the craft of product management, paving the way for a new paradigm where AI's abilities to swiftly draft product requirements documents, autonomously analyze software performance, and aggregate customer feedback are just the beginning. Through detailed explanations and practical insights, we navigate the complex landscape of AI in product management. We delve into how product managers can leverage AI for enhanced strategic planning and decision-making, marking a transition from traditional roles to curators of AI-driven insights. The conversation extends to the balance between automation and human intuition, highlighting how this synergy is instrumental in guiding product vision and fostering innovation. Geared towards professionals seeking to harness the potential of AI in product management, this book offers both foundational knowledge for novices and advanced theories for experts. With a focus on real-world applications, we provide readers with the tools to not only understand but also implement AI strategies within their own teams and projects. Get ready to revolutionize your approach to product management and embrace the future of AI-enabled innovation. This journey is not just about the technology but the people behind it. Embrace the opportunities AI presents, while maintaining the human touch that drives true innovation. See how product managers are evolving from creators of documents to strategic visionaries, using AI as a powerful ally in the competitive market. Table of Contents 1. The Dawn of AI in Product Management - Introducing Artificial Intelligence - The Evolution of Product Management Roles - AI's Impact on Traditional Processes 2. AI-Driven Tools for Efficiency - Drafting Product Requirements with AI - Autonomous Software Performance Analysis - Aggregating and Utilizing Customer Feedback 3. Strategic Planning in the AI Era - Enhancing Decision-Making with AI - Crafting AI-Driven Strategic Plans - The Role of AI in Market Analysis 4. The Human-AI Synergy - Balancing Automation with Intuition - The Product Manager as a Curator of Insights - Fostering Innovation through Collaboration 5. Case Studies: AI in Action - Success Stories in AI-Driven Product Management - Learning from Failures: Pitfalls to Avoid - Leveraging AI for Competitive Advantage 6. Preparing for the AI Revolution - Skills Product Managers Need in the AI Age - Building an AI-Compatible Team - Future Trends in Product Management and AI 7. AI and the Product Development Lifecycle - Integrating AI Through the Lifecycle - AI in Prototyping and Testing - AI's Role in Launch and Iteration 8. AI in Customer Relationship Management - Understanding Customer Needs with AI - Personalization and AI - Improving Customer Experience with AI 9. The Ethics of AI in Product Management - Addressing Bias in AI - Data Privacy and Security - Ethical Considerations of AI-Driven Decisions 10. Overcoming Challenges in AI Adoption - Identifying and Addressing Implementation Hurdles - Organizational Shifts for AI Integration - Maintaining a Human-Centric Approach 11. The Future of AI and Product Management - Predictions for the Next Decade - The Role of Emerging Technologies - Staying Ahead in an AI-Driven World 12. The Journey Towards AI Mastery - From Beginner to Expert: Learning Paths - Implementing AI Strategies - Review and Renew: Keeping up with AI Advancements
The Ai State Governing In The Age Of Disruption And Rapid Technological Change
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Author : Daniel D. Lee
language : en
Publisher: SkyCuration
Release Date : 2024-05-03
The Ai State Governing In The Age Of Disruption And Rapid Technological Change written by Daniel D. Lee and has been published by SkyCuration this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-03 with Political Science categories.
In "The AI State: Governing in the Age of Disruption and Rapid Technological Change," embark on a captivating journey through the dynamic intersections of artificial intelligence (AI) and governance. This groundbreaking book offers an immersive exploration of how AI is reshaping the landscape of governance, from policy formulation to crisis management, and beyond. Delve into the intricate tapestry of AI governance as you navigate through 35 thought-provoking chapters, each meticulously crafted to unravel the complexities of governing in an era defined by technological innovation and societal transformation. From the inauguration of the first AI president to the philosophical implications of AI leadership, this book traverses a rich tapestry of topics, providing deep insights and illuminating perspectives on the evolving role of AI in shaping the future of governance. Witness the transformative power of AI as it redefines traditional paradigms of governance, offering unprecedented capabilities to address pressing challenges and unlock new opportunities for societal progress. Explore the ethical and legal dimensions of AI leadership, as policymakers grapple with questions of transparency, accountability, and algorithmic bias in the decision-making process. Venture into the realm of legislative processes, where AI-driven innovations promise to enhance transparency, efficiency, and public engagement in the lawmaking process. From predictive analytics for election insights to real-time monitoring of electoral processes, discover how AI is revolutionizing the dynamics of democratic governance, empowering citizens and policymakers alike to navigate the complexities of electoral politics with wisdom and foresight. Engage with cutting-edge discussions on AI's role in economic policy, healthcare governance, environmental conservation, and international diplomacy, as you uncover the far-reaching implications of AI for the future of global governance. From addressing economic disparities to promoting sustainable development, "The AI State" offers a compelling vision for harnessing the transformative potential of AI to build a more inclusive, equitable, and resilient world. Rich in detail, deep in context, and brimming with insights, "The AI State" is a must-read for policymakers, scholars, and citizens alike who seek to understand the profound implications of AI for the future of governance. Prepare to be inspired, challenged, and enlightened as you embark on an unforgettable odyssey through the frontiers of AI governance, where the promise of innovation meets the imperative of responsible leadership.
Fail Fast Learn Faster
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Author : Randy Bean
language : en
Publisher: John Wiley & Sons
Release Date : 2021-08-31
Fail Fast Learn Faster written by Randy Bean and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-31 with Business & Economics categories.
Explore why — now more than ever — the world is in a race to become data-driven, and how you can learn from examples of data-driven leadership in an Age of Disruption, Big Data, and AI In Fail Fast, Learn Faster: Lessons in Data-Driven Leadership in an Age of Disruption, Big Data, and AI, Fortune 1000 strategic advisor, noted author, and distinguished thought leader Randy Bean tells the story of the rise of Big Data and its business impact – its disruptive power, the cultural challenges to becoming data-driven, the importance of data ethics, and the future of data-driven AI. The book looks at the impact of Big Data during a period of explosive information growth, technology advancement, emergence of the Internet and social media, and challenges to accepted notions of data, science, and facts, and asks what it means to become "data-driven." Fail Fast, Learn Faster includes discussions of: The emergence of Big Data and why organizations must become data-driven to survive Why becoming data-driven forces companies to "think different" about their business The state of data in the corporate world today, and the principal challenges Why companies must develop a true "data culture" if they expect to change Examples of companies that are demonstrating data-driven leadership and what we can learn from them Why companies must learn to "fail fast and learn faster" to compete in the years ahead How the Chief Data Officer has been established as a new corporate profession Written for CEOs and Corporate Board Directors, data professional and practitioners at all organizational levels, university executive programs and students entering the data profession, and general readers seeking to understand the Information Age and why data, science, and facts matter in the world in which we live, Fail Fast, Learn Faster p;is essential reading that delivers an urgent message for the business leaders of today and of the future.