Practical Ai Ethics Integrating Ethical Principles Into Machine Learning Projects
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Practical Ai Ethics Integrating Ethical Principles Into Machine Learning Projects
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Author : Peter Jones
language : en
Publisher: Walzone Press
Release Date : 2025-01-17
Practical Ai Ethics Integrating Ethical Principles Into Machine Learning Projects written by Peter Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-17 with Computers categories.
"Practical AI Ethics: Integrating Ethical Principles into Machine Learning Projects" is an essential resource for AI professionals, policymakers, and academics dedicated to embedding ethical practices within the rapidly evolving field of machine learning. This comprehensive guide tackles some of the most pressing ethical challenges, including transparency, bias, privacy, fairness, and compliance, offering clear and actionable strategies for addressing these issues in AI systems. Written in a practical and solution-oriented style, the book simplifies complex ethical concepts, providing readers with advanced tools, practical frameworks, and insightful case studies to guide the ethical integration of AI in real-world projects. From minimizing the environmental impact of AI to safeguarding human rights and navigating regulatory landscapes, this book equips readers to take on the ethical challenges of AI with confidence. By engaging with *"Practical AI Ethics: Integrating Ethical Principles into Machine Learning Projects,"* readers will gain the knowledge and skills to lead the charge in promoting fairness, accountability, and transparency in AI. It is a must-read for anyone committed to shaping a responsible, ethical future for AI innovation.
Artificial Intelligence For A Better Future
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Author : Bernd Carsten Stahl
language : en
Publisher: Springer Nature
Release Date : 2021-03-17
Artificial Intelligence For A Better Future written by Bernd Carsten Stahl and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-17 with Computers categories.
This open access book proposes a novel approach to Artificial Intelligence (AI) ethics. AI offers many advantages: better and faster medical diagnoses, improved business processes and efficiency, and the automation of boring work. But undesirable and ethically problematic consequences are possible too: biases and discrimination, breaches of privacy and security, and societal distortions such as unemployment, economic exploitation and weakened democratic processes. There is even a prospect, ultimately, of super-intelligent machines replacing humans. The key question, then, is: how can we benefit from AI while addressing its ethical problems? This book presents an innovative answer to the question by presenting a different perspective on AI and its ethical consequences. Instead of looking at individual AI techniques, applications or ethical issues, we can understand AI as a system of ecosystems, consisting of numerous interdependent technologies, applications and stakeholders. Developing this idea, the book explores how AI ecosystems can be shaped to foster human flourishing. Drawing on rich empirical insights and detailed conceptual analysis, it suggests practical measures to ensure that AI is used to make the world a better place.
Ai Ethics In Higher Education Insights From Africa And Beyond
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Author : Caitlin C. Corrigan
language : en
Publisher: Springer Nature
Release Date : 2023-01-20
Ai Ethics In Higher Education Insights From Africa And Beyond written by Caitlin C. Corrigan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-20 with Philosophy categories.
This open access book tackles the pressing problem of integrating concerns related to Artificial Intelligence (AI) ethics into higher education curriculums aimed at future AI developers in Africa and beyond. For doing so, it analyzes the present and future states of AI ethics education in local computer science and engineering programs. The authors share relevant best practices and use cases for teaching, develop answers to ongoing organizational challenges, and reflect on the practical implications of different theoretical approaches to AI ethics. The book is of great interest to faculty members, researchers, and students in the fields of artificial intelligence, computer science, mathematics, computer engineering, and related areas, as well as higher education administration.
Artificial Intelligence Morals
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Author : Sophie Carter
language : en
Publisher: Publifye AS
Release Date : 2025-03-04
Artificial Intelligence Morals written by Sophie Carter and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-04 with Technology & Engineering categories.
Artificial Intelligence Morals explores the growing ethical dilemmas arising from the increasing integration of AI into our lives. It addresses critical questions about algorithmic bias, accountability, and the responsible design of AI systems. The book emphasizes that ethics must be a core component of AI development, not an afterthought, and highlights how biases in training data can lead to discriminatory outcomes in areas like criminal justice and hiring. The book uniquely bridges abstract ethical theory with practical technological applications, offering strategies for mitigating bias and enhancing transparency. It begins by laying a foundation in both AI technology and ethical philosophy, making complex concepts accessible to a broad audience. It then progresses through three key areas: ethical AI design, the problem of bias amplification, and the challenges of establishing accountability when AI systems make harmful decisions. Drawing upon case studies, legal precedents, and philosophical analyses, the book navigates the complex landscape of AI ethics. It connects to disciplines such as law, sociology, and computer science, providing a multidisciplinary perspective on the moral responsibility associated with increasingly autonomous machines. This approach aims to empower readers to engage in informed discussions about AI's impact and advocate for responsible development and deployment.
Global Perspectives On Ai Ethics And Business Economics
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Author : José Ramón Saura
language : en
Publisher: Springer Nature
Release Date : 2025-05-10
Global Perspectives On Ai Ethics And Business Economics written by José Ramón Saura and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-10 with Business & Economics categories.
This book offers an in-depth exploration of the complex and rapidly evolving world of artificial intelligence (AI), focusing on its ethical, economic, and business dimensions. It provides a comprehensive analysis that intertwines historical context, philosophical ethics, global economic impacts, regulatory landscapes, workforce dynamics, corporate governance, consumer behavior, data ethics, and the use of AI for the good of society. After reviewing the evolution of AI, it offers insights into its historical milestones and the trajectory it may take in the future. This sets the stage for a broader discussion on how AI is not just a technological phenomenon but also a catalyst for ethical, economic, and societal transformation. The book emphasizes the importance of understanding AI’s historical development in order to gauge its potential impacts on our future. It examines various ethical theories, including utilitarianism, deontology, and virtue ethics, and their application in the realm of AI. Moreover, it explores how AI is reshaping industries, shifting market dynamics, and transforming the global economic landscape.
Trustworthy Ai In Medical Imaging
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Author : Marco Lorenzi
language : en
Publisher: Elsevier
Release Date : 2024-11-25
Trustworthy Ai In Medical Imaging written by Marco Lorenzi and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-25 with Computers categories.
Trustworthy AI in Medical Imaging brings together scientific researchers, medical experts, and industry partners working in the field of trustworthiness, bridging the gap between AI research and concrete medical applications and making it a learning resource for undergraduates, masters students, and researchers in AI for medical imaging applications. The book will help readers acquire the basic notions of AI trustworthiness and understand its concrete application in medical imaging, identify pain points and solutions to enhance trustworthiness in medical imaging applications, understand current limitations and perspectives of trustworthy AI in medical imaging, and identify novel research directions. Although the problem of trustworthiness in AI is actively researched in different disciplines, the adoption and implementation of trustworthy AI principles in real-world scenarios is still at its infancy. This is particularly true in medical imaging where guidelines and standards for trustworthiness are critical for the successful deployment in clinical practice. After setting out the technical and clinical challenges of AI trustworthiness, the book gives a concise overview of the basic concepts before presenting state-of-the-art methods for solving these challenges. - Introduces the key concepts of trustworthiness in AI. - Presents state-of-the-art methodologies for trustworthy AI in medical imaging. - Outlines major initiatives focusing on real-world deployment of trustworthy principles in medical imaging applications. - Presents outstanding questions still to be solved and discusses future research directions.
Research Challenges In Information Science
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Author : Jānis Grabis
language : en
Publisher: Springer Nature
Release Date : 2025-06-16
Research Challenges In Information Science written by Jānis Grabis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-16 with Computers categories.
The two-volume set LNBIP 547 and LNBIP 548 constitutes the proceedings of the 19th International Conference on Research Challenges in Information Sciences, RCIS 2025, which took place in Seville, Spain, in May 2025. It focused on the special theme: Advancing Information Science and Information Systems Quality in the Era of Complexity. The scope of RCIS is summarized by the thematic areas of information systems and their engineering; user-oriented approaches; data and information management; business process management; domain-specific information systems engineering; data science; information infrastructures, and reflective research and practice. The 33 full papers and 13 short papers included in the proceedings were carefully reviewed and selected from 103 submissions. They were organized in topical sections as follows: Part I: Information systems quality; security, risk and strategy; conceptual modeling and ontologies; modeling methods and requiremments engineering; databases informaiton management; human factors in information systems; business process engineering and management; Part II: Machine-learning and generative AI applications; RCIS Forum; and RCIS Doctoral Consortium.
Ai Powered Productivity
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Author : Dr. Asma Asfour
language : en
Publisher: Asma Asfour
Release Date : 2024-07-29
Ai Powered Productivity written by Dr. Asma Asfour and has been published by Asma Asfour this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-29 with Computers categories.
This book, "AI-Powered Productivity," aims to provide a guide to understanding, utilizing AI and generative tools in various professional settings. The primary purpose of this book is to offer readers a deep dive into the concepts, tools, and practices that define the current AI landscape. From foundational principles to advanced applications, this book is structured to cater to both beginners and professionals looking to enhance their knowledge and skills in AI. This book is divided into nine chapters, each focusing on a specific aspect of AI and its practical applications: Chapter 1 introduces the basic concepts of AI, its impact on various sectors, and key factors driving its rapid advancement, along with an overview of generative AI tools. Chapter 2 delves into large language models like ChatGPT, Google Gemini, Claude, Microsoft's Turing NLG, and Facebook's BlenderBot, exploring their integration with multimodal technologies and their effects on professional productivity. Chapter 3 offers a practical guide to mastering LLM prompting and customization, including tutorials on crafting effective prompts and advanced techniques, as well as real-world examples of AI applications. Chapter 4 examines how AI can enhance individual productivity, focusing on professional and personal benefits, ethical use, and future trends. Chapter 5 addresses data-driven decision- making, covering data analysis techniques, AI in trend identification, consumer behavior analysis, strategic planning, and product development. Chapter 6 discusses strategic and ethical considerations of AI, including AI feasibility, tool selection, multimodal workflows, and best practices for ethical AI development and deployment. Chapter 7 highlights the role of AI in transforming training and professional development, covering structured training programs, continuous learning initiatives, and fostering a culture of innovation and experimentation. Chapter 8 provides a guide to successfully implementing AI in organizations, discussing team composition, collaborative approaches, iterative development processes, and strategic alignment for AI initiatives. Finally, Chapter 9 looks ahead to the future of work, preparing readers for the AI revolution by addressing training and education, career paths, common fears, and future trends in the workforce. The primary audience for the book is professionals seeking to enhance productivity and organizations or businesses. For professionals, the book targets individuals from various industries, reflecting its aim to reach a broad audience across different professional fields. It is designed for employees at all levels, offering valuable insights to both newcomers to AI and seasoned professionals. Covering a range of topics from foundational concepts to advanced applications, the book is particularly relevant for those interested in improving efficiency, with a strong emphasis on practical applications and productivity tools to optimize work processes. For organizations and businesses, the book serves as a valuable resource for decision-makers and managers, especially with chapters on data-driven decision-making, strategic considerations, and AI implementation. HR and training professionals will find the focus on AI in training and development beneficial for talent management, while IT and technology teams will appreciate the information on AI tools and concepts.
Fostering Inclusive Education With Ai And Emerging Technologies
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Author : Sanmugam, Mageswaran
language : en
Publisher: IGI Global
Release Date : 2024-10-24
Fostering Inclusive Education With Ai And Emerging Technologies written by Sanmugam, Mageswaran and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-24 with Education categories.
The rapid advancement of artificial intelligence (AI) and emerging technologies presents a transformative opportunity for the field of education by fostering greater inclusivity and accessibility. AI-powered tools can personalize learning experiences, adapting to the unique needs of students with diverse learning styles, abilities and backgrounds. Emerging technologies can provide immersive and interactive experiences that break down barriers for students with disabilities or those in remote or underserved areas. These technologies have the potential to create a more equitable educational environment, ensuring that all learners, regardless of their circumstances, have the opportunity to succeed. Fostering Inclusive Education With AI and Emerging Technologies explores how these technologies can be leveraged to foster inclusive education, ensuring equitable learning opportunities for all students, regardless of their physical, cognitive, or socio-economic status. It discusses the integration of AI tools to personalize learning experiences, the use of virtual and augmented reality for immersive learning environments, and the implementation of blockchain for secure and transparent educational records. Covering topics such as adaptive learning environments, mobile technologies, and inclusive education, this book is an excellent resource for educators, academicians, researchers, scholars, instructors, instructional designers, pre-service teachers, and more.
Practical Approaches To Agile Project Management
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Author : Misra, Sanjay
language : en
Publisher: IGI Global
Release Date : 2024-05-30
Practical Approaches To Agile Project Management written by Misra, Sanjay and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-30 with Business & Economics categories.
Amidst the relentless pace of the contemporary business landscape, information technology (IT) projects grapple with an escalating challenge — the need to deliver solutions swiftly, adapt to evolving customer demands, and create value within the ever-shifting dynamics of the market. In this demanding environment, the traditional project management paradigms often fall short, necessitating a shift towards methodologies that embody flexibility, customer collaboration, and iterative development. Herein lies the crux of the issue faced by modern IT projects. Practical Approaches to Agile Project Management is a guide in the tumult of IT project complexities. This book provides a comprehensive solution to the complexities of contemporary project management by delving into topics such as alternative pricing models and the alignment of organizational cultures in IT partnerships, making it an indispensable resource for professionals, academics, and students navigating the domains of business, information technology, or project management. Primarily aimed at IT professionals involved in project management and service delivery, this book caters to a broad spectrum of individuals, including IT Project Managers, Consultants, Entrepreneurs, and Executives at IT Service Firms. Additionally, it extends its value to Business Leaders undertaking IT-enabled transformations and Academic Researchers delving into the intersection of agile methodologies and IT service delivery. From prioritization strategies for IT Project Managers to frameworks for consultants, entrepreneurs, and executives, this book addresses the diverse needs of its readership, offering practical, evidence-based insights to optimize IT service delivery across various organizational contexts.