Generative Ai Techniques Models And Applications
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Generative Ai Techniques Models And Applications
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Author : Rajan Gupta
language : en
Publisher: Springer Nature
Release Date : 2025-03-26
Generative Ai Techniques Models And Applications written by Rajan Gupta and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-26 with Computers categories.
This book unlocks the full potential of modern AI systems through a meticulously structured exploration of concepts, techniques, and practical applications. This comprehensive book bridges theoretical foundations with real-world implementations, offering readers a unique perspective on the rapidly evolving field of generative technologies. From computational foundations to ethical considerations, the book systematically covers essential topics including foundation models, large-scale architectures, prompt engineering, and practical applications. The content seamlessly integrates complex technical concepts with industry-relevant examples, making it an invaluable resource for researchers, academicians, and practitioners. Distinguished by its balanced approach to theory and practice, this book serves as both a learning tool and reference guide. Readers will benefit from: Clear explanations of advanced concepts. Practical implementation insights. Current industry applications. Ethical framework discussions. Whether you're conducting research, implementing solutions, or exploring the field, this book provides the knowledge necessary to understand and apply generative AI technologies effectively while considering crucial aspects of security, privacy, and fairness.
Generative Artificial Intelligence Ai Approaches For Industrial Applications
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Author : Narasimha Rao Vajjhala
language : en
Publisher: Springer Nature
Release Date : 2025-02-03
Generative Artificial Intelligence Ai Approaches For Industrial Applications written by Narasimha Rao Vajjhala and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-03 with Computers categories.
"Generative Artificial Intelligence (AI) Approaches for Industrial Applications" explores the transformative potential of Generative AI technologies across various industries. With contributions from international scholars and experts, this book provides a comprehensive overview of the latest trends, mathematical foundations, and practical applications of Generative AI models. Key sections examine the fundamental concepts of Generative AI, including Generative Adversarial Networks (GANs) and their ethical and security considerations. Special attention is given to the revolutionary impact of Generative AI in healthcare technologies, clinical decision-making, and predictive maintenance within the manufacturing sector. Additionally, the role of Generative AI in FinTech, particularly in redefining business models and enhancing digital security, is thoroughly examined. This book features cutting-edge research on text summarization, age progression using GANs, and integrating AI with regulatory practices. This book is a vital resource for academics, professionals, and practitioners bridging the gap between theoretical AI frameworks and their real-world industrial applications, offering insights into how Generative AI is shaping the future of industries worldwide.
Architectural Exaptation
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Author : Alessandro Melis
language : en
Publisher: Taylor & Francis
Release Date : 2024-03-29
Architectural Exaptation written by Alessandro Melis and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-29 with Architecture categories.
Architectural Exaptation: When Function Follows Form focuses on the significance and the originality of the study of exaptation. It presents exaptation as an opportunity to extend architectural design towards more sustainable approaches aimed at enforcing urban resilience. The use of exaptation’s definition in architecture supports the heuristic value of cross-disciplinary studies on biology and architecture, which seem even more relevant in times of global environmental crises. This book aims to make a critique of the pre-existing and extensive paternalistic literature. Exaptation will be described as a functional shift of a structure that already had a prior, but different, function. In architecture, a functional shift of a structure that already had a function may apply to forms of decorative elements embedded in architectural components, and to both change of function of tectonic elements and the change of use of an architectural space. The book is illustrated with examples from around the globe, including China, Italy, Mexico, New Zealand, the USA and the UK, and looks at different civilizations and diverse historical periods, ranging from the urban to the architectural scale. Such examples highlight the potential and latent human creative capacity to change the use and functions, something that cities and buildings could consider when facing disturbances. Exaptation is shown as an alternative narrative to the simplifications of evolutionary puritanism. It also offers an innovative perspective and presents an opportunity to re-think the manner in which we design and redesign our cities. This book will be of interest to architecture, planning, urban design and biology researchers and students. Winner of the ‘Gerd Albers Award 2024’. This award is for the best book contribution in the field of Urban Planning and is awarded by International Society of City and Regional Planners (ISOCARP).
Revolutionizing The Service Industry With Openai Models
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Author : Demir, Mahmut
language : en
Publisher: IGI Global
Release Date : 2024-04-23
Revolutionizing The Service Industry With Openai Models written by Demir, Mahmut and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-23 with Business & Economics categories.
The pressing challenges businesses face are rising, including the ethical considerations associated with artificial intelligence (AI) in the service industry. Revolutionizing the Service Industry with OpenAI Models is a book rooted in real-world examples and expert insights, which provides practical solutions by implementing the latest technology and explores the impact of AI-powered conversational agents on the service sector. The book commences with an enlightening introduction that underscores the transformative power of ChatGPT and OpenAI models, setting the stage for a deep dive into their role in reshaping the service industry. Through a systematic examination of current challenges and opportunities, the text unveils the innovations brought about by ChatGPT in customer service, revealing its potential to enhance response times, handle complex inquiries, and deliver personalized experiences on an unprecedented scale. Delving into designing conversational user interfaces, addressing language barriers, and deploying AI in sensitive sectors like healthcare, the book guides readers through responsible and effective implementation. It balances the exploration of AI-driven automation with understanding the importance of maintaining a human touch in service interactions. This book is ideal for business owners, managers, and decision-makers seeking to leverage AI-powered conversational agents for strategic advantage. Simultaneously, AI enthusiasts, researchers, and developers will find invaluable insights into the current issues, best practices, and future trends in AI-driven customer interactions.
Ai Techniques For Securing Medical And Business Practices
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Author : Jhanjhi, Noor Zaman
language : en
Publisher: IGI Global
Release Date : 2024-09-27
Ai Techniques For Securing Medical And Business Practices written by Jhanjhi, Noor Zaman and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-27 with Computers categories.
In the past several years, artificial intelligence (AI) has upended and transformed the private and public sectors. AI techniques have shown significant promise in securing sensitive data and ensuring compliance with regulatory standards. In medical practices, AI can enhance patient confidentiality through advanced encryption methods. Similarly, in business environments, AI-driven security protocols can protect against cyber threats and unauthorized access, safeguarding both intellectual property and customer information. By leveraging AI for these purposes, organizations can not only enhance their operational efficiency but also build trust and credibility with their stakeholders. AI Techniques for Securing Medical and Business Practices provides real-world case studies and cutting-edge research to demonstrate how AI is enhancing threat detection and risk management in cybersecurity. Beyond cybersecurity, this book explores the broader applications of AI in fields such as healthcare, finance, and creative industries. It examines innovations in medical imaging, financial modeling, and content creation, while addressing critical ethical issues like data privacy and algorithmic bias. Aimed at researchers, postgraduate scholars, industry professionals, and the general public, it provides a thorough understanding of AI's transformative potential and its implications for various sectors.
Deep Learning Model Optimization Deployment And Improvement Techniques For Edge Native Applications
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Author : Pethuru Raj
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2024-08-22
Deep Learning Model Optimization Deployment And Improvement Techniques For Edge Native Applications written by Pethuru Raj and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-22 with Computers categories.
The edge AI implementation technologies are fast maturing and stabilizing. Edge AI digitally transforms retail, manufacturing, healthcare, financial services, transportation, telecommunication, and energy. The transformative potential of Edge AI, a pivotal force in driving the evolution from Industry 4.0’s smart manufacturing and automation to Industry 5.0’s human-centric, sustainable innovation. The exploration of the cutting-edge technologies, tools, and applications that enable real-time data processing and intelligent decision-making at the network’s edge, addressing the increasing demand for efficiency, resilience, and personalization in industrial systems. Our book aims to provide readers with a comprehensive understanding of how Edge AI integrates with existing infrastructures, enhances operational capabilities, and fosters a symbiotic relationship between human expertise and machine intelligence. Through detailed case studies, technical insights, and practical guidelines, this book serves as an essential resource for professionals, researchers, and enthusiasts poised to harness the full potential of Edge AI in the rapidly advancing industrial landscape.
Generative Deep Learning
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Author : David Foster
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2019-06-28
Generative Deep Learning written by David Foster and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-28 with Computers categories.
Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models. Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, you’ll understand how to make your models learn more efficiently and become more creative. Discover how variational autoencoders can change facial expressions in photos Build practical GAN examples from scratch, including CycleGAN for style transfer and MuseGAN for music generation Create recurrent generative models for text generation and learn how to improve the models using attention Understand how generative models can help agents to accomplish tasks within a reinforcement learning setting Explore the architecture of the Transformer (BERT, GPT-2) and image generation models such as ProGAN and StyleGAN
Recent Advances In Sciences Engineering Information Technology Management
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Author : Dinesh Goyal
language : en
Publisher: CRC Press
Release Date : 2025-02-14
Recent Advances In Sciences Engineering Information Technology Management written by Dinesh Goyal and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-14 with Technology & Engineering categories.
This conference covered various interdisciplinary areas such as applied science, physics, material science, and engineering. The audience got a chance to encircle the various interdisciplinary areas and people working on recent technologies in science, engineering, information technology and management. It was based on the theme of converging interdisciplinary topics into a single platform, which helped the participants to think beyond their area and increase their canvas of research.
Artificial Intelligence In Healthcare
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Author : Adam Bohr
language : en
Publisher: Academic Press
Release Date : 2020-06-21
Artificial Intelligence In Healthcare written by Adam Bohr and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-21 with Computers categories.
Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data
International Conference On Advanced Intelligent Systems For Sustainable Developent Ai2sd 2024
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Author : Mostafa Ezziyyani
language : en
Publisher: Springer Nature
Release Date : 2025-07-11
International Conference On Advanced Intelligent Systems For Sustainable Developent Ai2sd 2024 written by Mostafa Ezziyyani and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-11 with Computers categories.
This book provides a dynamic platform for exploring groundbreaking advancements in intelligent systems for sustainable development. It offers readers’ access to the latest technologies and innovative solutions that address global challenges. Bringing together leading academics, pioneering researchers, and industry leaders fosters knowledge exchange across various fields such as health, education, agriculture, energy, and security. It enables readers to gain valuable insights, build strategic partnerships, and contribute to shaping a more sustainable future. This book bridges scientific research with practical applications and is ideal for researchers, practitioners, and decision-makers, driving progress across multiple disciplines.