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Generative Ai Current Trends And Applications


Generative Ai Current Trends And Applications
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Generative Ai Current Trends And Applications


Generative Ai Current Trends And Applications
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Author : Khalid Raza
language : en
Publisher: Springer Nature
Release Date : 2024-12-09

Generative Ai Current Trends And Applications written by Khalid Raza and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-09 with Computers categories.


This comprehensive volume focuses on the latest advancements in Generative AI, including state-of-the-art techniques and models that are pushing the boundaries of what is possible. It covers recent developments in areas such as Generative AI models, transfer learning and Natural Language Processing (NLP) highlighting their potential to revolutionize content generation and creative applications including OpenAI, LangChain, NLTK and their practical implementations across diverse domains. The volume provides insights into emerging research areas, novel architectures, and innovative approaches in Generative AI, giving searchers a glimpse into the exciting future of the field. The aim is to offer readers a deep understanding of Generative AI and how it can be harnessed to tackle complex real-world challenges.



Generative Ai Tools Concepts Applications And Innovations


Generative Ai Tools Concepts Applications And Innovations
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Author : Mr. Thumu Muni Balaji
language : en
Publisher: Academic Guru Publishing House
Release Date : 2025-02-10

Generative Ai Tools Concepts Applications And Innovations written by Mr. Thumu Muni Balaji and has been published by Academic Guru Publishing House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-10 with Study Aids categories.


Generative AI Tools: Concepts, Applications, and Innovations is a comprehensive guide that delves into the world of Generative AI, offering a blend of foundational concepts, technical architectures, and real-world applications. The book is meticulously organized into seven chapters, beginning with an introduction to Generative AI, its evolution, and the key technologies driving it forward. It explores advanced architectures such as Neural Networks, Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and Transformers, providing readers with a strong technical foundation. The book also highlights diverse applications of Generative AI, from text generation, including chatbots, content creation, and language models, to image and video synthesis for media and advertising. It examines the role of AI in audio and music creation, speech synthesis, and sound design, showcasing its potential in creative industries. Additionally, it discusses the integration of Generative AI in design, game development, and immersive technologies like virtual and augmented reality. In the final chapters, the book shifts focus to industry-specific applications, illustrating how Generative AI is revolutionizing fields such as healthcare, education, marketing, manufacturing, and robotics. This well-rounded exploration makes the book an essential resource for students, researchers, professionals, and anyone keen to understand the transformative impact of Generative AI. By blending theory with practice, the book empowers readers to navigate and contribute to this rapidly evolving field.



Building Conversational Generative Ai Apps With Langchain And Gpt


Building Conversational Generative Ai Apps With Langchain And Gpt
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Author : Mugesh S
language : en
Publisher: Orange Education Pvt Ltd
Release Date : 2025-06-04

Building Conversational Generative Ai Apps With Langchain And Gpt written by Mugesh S and has been published by Orange Education Pvt Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-04 with Computers categories.


TAGLINE Transform Text into Intelligent Conversations with LangChain and GPT. KEY FEATURES ● Build AI Chatbots with LangChain, Python and GPT models through hands-on guidance. ● Master Advanced Techniques like RAG, document embedding, and LLM fine-tuning. ● Deploy and Scale conversational AI systems for real-world applications. DESCRIPTION Conversational AI Apps are revolutionizing the way we interact with technology, enabling businesses and developers to create smarter, more intuitive applications that engage users in natural, meaningful ways. Building Conversational Generative AI Apps with LangChain and GPT is your ultimate guide to mastering AI-driven conversational systems. Starting with core concepts of generative AI and LLMs, you'll learn to build intelligent chatbots and virtual assistants, while exploring techniques like fine-tuning LLMs, retrieval-augmented generation (RAG), and document embedding. As you progress, you'll dive deeper into advanced topics such as vector databases and multimodal capabilities, enabling you to create highly accurate, context-aware AI agents. The book's step-by-step tutorials ensure that you develop practical skills in deploying and optimizing scalable conversational AI solutions. By the end, you'll be equipped to build AI apps that enhance customer engagement, automate workflows, and scale seamlessly. Unlock the potential of Building Conversational Generative AI Apps with LangChain and GPT and create next-gen AI applications today! WHAT WILL YOU LEARN ● Build and deploy AI-driven chatbots using LangChain and GPT models. ● Implement advanced techniques like retrieval-augmented generation (RAG) for smarter responses. ● Fine-tune LLMs for domain-specific conversational AI applications. ● Leverage vector databases for efficient knowledge retrieval and enhanced chatbot performance. ● Explore multimodal capabilities and document embedding for better context-aware responses. ● Optimize and scale conversational AI systems for large-scale deployments. WHO IS THIS BOOK FOR? This book is for developers, data scientists, and AI enthusiasts eager to build conversational applications using LangChain and GPT models. While a basic understanding of Python and machine learning concepts is beneficial, the book offers step-by-step guidance, making it accessible to both beginners and experienced practitioners. TABLE OF CONTENTS 1. Introduction to Conversational Generative AI 2. Natural Language Processing (NLP) Fundamentals 3. The Building Blocks of Rule-Based Chatbots 4. Statistical Language Models for Text Generation 5. Neural Network Architectures for Conversation 6. The Transformer Architecture Revolution 7. Unveiling ChatGPT and Architectures 8. Langchain Framework for Building Conversational AI 9. Exploring the LLM Landscape beyond GPT 10. The Transformative Impact of Conversational AI 11. Challenges and Opportunities in LLM Development Index



Recent Trends And Applications Of Soft Computing In Engineering Rtasce Sarajevo


Recent Trends And Applications Of Soft Computing In Engineering Rtasce Sarajevo
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Author : Benjamin Duraković
language : en
Publisher: Springer Nature
Release Date : 2025-04-29

Recent Trends And Applications Of Soft Computing In Engineering Rtasce Sarajevo written by Benjamin Duraković and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-29 with Computers categories.


Recent Trends and Applications of Soft Computing in Engineering (RTASCE), a key resource showcasing research and development in engineering. Created at the inaugural RTASCE conference in Sarajevo, this edited volume brings together leading scholars and researchers to explore the transformative applications of soft computing in a variety of fields. With topics ranging from artificial intelligence and the Internet of Things (IoT) to machine learning, this book offers practical applications and insight into future trends, making it an invaluable addition to any academic library. This book bridges the biological sciences and engineering through programming, encouraging interdisciplinary collaboration. Structured into five main sections – including artificial intelligence, IoT, communication systems, bioengineering and manufacturing management – RTASCE not only highlights real-world case studies and expert perspectives, but also provides practical guidance for practitioners looking to integrate soft computing techniques into their work .



Ai Use In Social Sciences


Ai Use In Social Sciences
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Author : Demircioğlu, Aytekin
language : en
Publisher: IGI Global
Release Date : 2025-06-18

Ai Use In Social Sciences written by Demircioğlu, Aytekin and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-18 with Social Science categories.


Artificial intelligence (AI)-based technologies are significantly impacting various social science disciplines. With the large data sets that are analyzed, technologies such as machine learning (ML), natural language processing (NLP), and neural networks are particularly useful in disciplines such as sociology, psychology, political science, anthropology, and economics. Thus, social science education and research benefit by the ability of AI to effectively analyze data sets, predict, and increase interactivity. However, ethical concerns regarding privacy and algorithm bias cause some to be resistant to adopting the use of AI in social science fields. Thus, it is crucial to consider the ethical consequences while exploring the multifaceted impact of AI on education, research, and social sciences. AI Use in Social Sciences explores the opportunities and challenges AI provides to the field of social sciences. It presents practical applications of AI and the societal implications they have. Covering topics such as, philosophy teaching, economic policy, and unified theory of acceptance and use of technology (UTAUT), this book is an excellent resource for social scientists, teachers, ethicists, policymakers, researchers, professionals, scholars, academicians, and more.



Next Generation Therapeutics Using Internet Of Things And Machine Learning


Next Generation Therapeutics Using Internet Of Things And Machine Learning
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Author : Shuaib, Mohammed
language : en
Publisher: IGI Global
Release Date : 2025-05-21

Next Generation Therapeutics Using Internet Of Things And Machine Learning written by Shuaib, Mohammed and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-21 with Medical categories.


The integration of the Internet of Things (IoT) and Machine Learning (ML) is revolutionizing healthcare and environmental management by enabling real-time monitoring, predictive analytics, and personalized interventions. These technologies enhance patient care by facilitating early disease detection, remote monitoring, and data-driven treatment strategies, ultimately improving health outcomes. In environmental management, IoT and ML contribute to sustainable solutions by tracking air and water quality, predicting pollution trends, and optimizing resource usage. Their application in decentralized health records and chronic disease management streamlines operations, reduces costs, and empowers individuals with greater control over their health. As these technologies continue to evolve, they hold immense potential to create smarter, more resilient healthcare and environmental systems. Next-Generation Therapeutics Using Internet of Things and Machine Learning provides a comprehensive framework for understanding and implementing IoT and ML in healthcare and environmental monitoring. By exploring practical applications, this book delves into how these technologies are reshaping diagnostics, patient care, operational efficiencies, and environmental sustainability. Covering topics such as artificial intelligence (AI), medical data exchange, and sustainability, this book is an excellent resource for researchers, practitioners, students, and more.



6g Networks And Ai Driven Cybersecurity


6g Networks And Ai Driven Cybersecurity
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Author : Shaikh, Riaz Ahmed
language : en
Publisher: IGI Global
Release Date : 2025-07-23

6g Networks And Ai Driven Cybersecurity written by Shaikh, Riaz Ahmed and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-23 with Computers categories.


The most recent developments in 6G networks combined with artificial intelligence (AI) might be utilized to improve cybersecurity. While AI provides solutions to various problems in cybersecurity, it also introduces challenges in data privacy. It is important to explore the development of AI-driven security solutions to keep up-to-date and stimulate further innovation in the field of cybersecurity. Future trends and innovations should be examined as 6G networks continue to develop. 6G Networks and AI-Driven Cybersecurity provides insights into the convergence of 6G, AI, and cybersecurity. It bridges the gap between theoretical research and practical applications, promoting collaboration between academia and industry through connecting theoretical research with practical applications. Covering topics such as threat response, decision making, and machine-to-machine communication, this book is an excellent resource for cybersecurity practitioners, computer scientists, industry professionals, policymakers, professionals, researchers, academicians, and more.



Driving Innovation At The Intersection Of Renewable Energy And The Internet Of Vehicles


Driving Innovation At The Intersection Of Renewable Energy And The Internet Of Vehicles
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Author : Ouaissa, Mariyam
language : en
Publisher: IGI Global
Release Date : 2025-05-28

Driving Innovation At The Intersection Of Renewable Energy And The Internet Of Vehicles written by Ouaissa, Mariyam and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-28 with Technology & Engineering categories.


The Internet of Vehicles (IoV) is revolutionizing transportation by enabling smarter, more connected mobility solutions in urban environments. However, the rapid expansion of connected vehicles and infrastructure brings significant energy demands that challenge sustainability goals. Addressing these concerns through green IoV strategies is essential to reduce the environmental impact of modern transportation systems. Achieving energy efficiency in IoV not only helps mitigate fuel and electricity consumption but also ensures long-term viability of smart city technologies. As cities continue to adopt intelligent transport networks, sustainable energy practices in vehicular systems become critical to balancing innovation with environmental responsibility. Driving Innovation at the Intersection of Renewable Energy and the Internet of Vehicles explores the innovative fusion of renewable energy sources with the IoV, driving the transformation toward eco-friendly and energy-efficient transportation systems. It delves into the integration of green technologies like solar, wind, and energy-efficient communications to reduce the environmental impact of vehicular networks. Covering topics such as artificial intelligence, machine learning, and sustainability, this book is an excellent resource for academicians, researchers, engineers, policymakers, and more.



6g Impacts On Natural Habitats And Human Life


6g Impacts On Natural Habitats And Human Life
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Author : Haque, Shameemul
language : en
Publisher: IGI Global
Release Date : 2025-05-01

6g Impacts On Natural Habitats And Human Life written by Haque, Shameemul and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-01 with Computers categories.


6G technology promises advancements in energy efficiency and sustainable industrial manufacturing for smart cities. It also has the potential to optimize operations by streamlining processes and managing energy consumption but may come with ecological and social costs. 6G infrastructure encourages higher energy usage and increases the amount of electronic waste and radiation, which may have a negative impact on wildlife and their natural habitats. Additionally, society may also be threatened by automation, taking jobs from humans and subjecting them to health risks from increased radiation exposure. Therefore, 6G must be deployed responsibly, striving towards greater technological, environmental, and economic sustainability. 6G Impacts on Natural Habitats and Human Life highlights the positives of 6G technological advancement and its negative impact on natural habitats. It raises concerns about sustainability in terms of technology use, nature conservation, and humanity. Covering topics such as human life management, eco-intelligence, and climate change mitigation, this book is an excellent resource for technologists, business leaders, sustainability scientists, sociologists, biologists, ecologists, researchers, academicians, and more.



Sustainable Branding Cultural Intelligence And Co Marketing


Sustainable Branding Cultural Intelligence And Co Marketing
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Author : Tarnanidis, Theodore
language : en
Publisher: IGI Global
Release Date : 2025-07-25

Sustainable Branding Cultural Intelligence And Co Marketing written by Tarnanidis, Theodore and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-25 with Business & Economics categories.


Sustainable branding, cultural intelligence, and co-marketing are effective strategies for global connection and social consciousness in the marketplace. As consumers value ethical practices and cultural relevance, brands prioritize alignment with sustainability goals and an understanding of diverse audiences. Cultural intelligence enables companies to navigate global markets with sensitivity and inclusivity, fostering deeper connections with consumers. Meanwhile, co-marketing increases impact by combining audiences, resources, and values. When integrated, these approaches create powerful, purpose-driven narratives that resonate across cultures and contribute to long-term brand equity and trust. Sustainable Branding, Cultural Intelligence and Co-Marketing explores how brands integrate sustainability, cultural intelligence, and strategic partnerships to build meaningful identities. It examines the ways these elements influence consumer perception, drive brand loyalty, and foster collaborative innovation in competitive markets. This book covers topics such as ethics and law, destination branding, and sustainable development, and is a useful resource for business owners, marketers, academicians, researchers, and scientists.