Download or read book Generative AI for Effective Software Development written by Anh Nguyen-Duc and published by Springer Nature. This book was released on with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Generative AI in Software Development written by Jesse Sprinter and published by Independently Published. This book was released on 2023-10-23 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the Future of Software Development Unlock the secrets of Artificial Intelligence and transform the way you develop software. "Generative AI in Software Development" is your essential guide to the latest AI techniques, demystified in clear, simple language. Whether you're a seasoned developer or a newcomer to coding, this book is your ticket to a brighter, more efficient future in software development.

Download or read book Generative Software Engineering written by David Hendrickson and published by . This book was released on 2023-07-31 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Generative Software Engineering: A New Approach to Human-Centered Software Development by David Hendrickson, Ph.D., redefines software development in the era of generative AI. This groundbreaking book explores the dynamic intersection of artificial intelligence and traditional software engineering practices, providing a comprehensive guide for developers, managers, and executives interested in navigating the evolving digital landscape. As the rise of generative AI threatens to eclipse the role of human software developers, David Hendrickson proposes an evolutionary approach. Instead of competing against AI, developers can learn to collaborate with it, harnessing its immense power to create intricate, efficient software systems. Generative Software Engineering, as the author calls it, is an innovative discipline that blends the best of both worlds: the precision and speed of AI and the creativity and strategic thinking of human developers. Throughout the book, David Hendrickson shares his vision for a future where software engineers focus on higher-level concerns, leaving the underlying code to AI. He discusses the role of prompt engineering, requirements engineering, and the critical aspects of reliability engineering, software quality assurance, and simulation and modeling of software systems. The book also includes an in-depth exploration of ethical implications and potential challenges associated with developing AI-assisted software and discusses its regulation and use in regulated industries. David Hendrickson, a veteran software developer, and executive, brings over three decades of industry experience. His firsthand accounts and unique insights are informative and thought-provoking, inspiring readers to embrace the inevitable changes and adapt to new realities. Whether you're a seasoned developer, a novice coder, or a technology executive, this book is an invaluable resource that will help you stay relevant in the rapidly evolving world of software development.

Download or read book GenAI on AWS written by Asif Abbasi and published by Wiley. This book was released on 2024-11-27 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Artificial Intelligence Methods For Software Engineering written by Meir Kalech and published by World Scientific. This book was released on 2021-06-15 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software is an integral part of our lives today. Modern software systems are highly complex and often pose new challenges in different aspects of Software Engineering (SE).Artificial Intelligence (AI) is a growing field in computer science that has been proven effective in applying and developing AI techniques to address various SE challenges.This unique compendium covers applications of state-of-the-art AI techniques to the key areas of SE (design, development, debugging, testing, etc).All the materials presented are up-to-date. This reference text will benefit researchers, academics, professionals, and postgraduate students in AI, machine learning and software engineering.Related Link(s)

Download or read book Generative Analysis The Power of Generative AI for Object Oriented Software Engineering with UML written by Jim Arlow and published by Addison-Wesley Professional. This book was released on 2024-02-15 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Advancing Software Engineering Through AI Federated Learning and Large Language Models written by Sharma, Avinash Kumar and published by IGI Global. This book was released on 2024-05-02 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid evolution of software engineering demands innovative approaches to meet the growing complexity and scale of modern software systems. Traditional methods often need help to keep pace with the demands for efficiency, reliability, and scalability. Manual development, testing, and maintenance processes are time-consuming and error-prone, leading to delays and increased costs. Additionally, integrating new technologies, such as AI, ML, Federated Learning, and Large Language Models (LLM), presents unique challenges in terms of implementation and ethical considerations. Advancing Software Engineering Through AI, Federated Learning, and Large Language Models provides a compelling solution by comprehensively exploring how AI, ML, Federated Learning, and LLM intersect with software engineering. By presenting real-world case studies, practical examples, and implementation guidelines, the book ensures that readers can readily apply these concepts in their software engineering projects. Researchers, academicians, practitioners, industrialists, and students will benefit from the interdisciplinary insights provided by experts in AI, ML, software engineering, and ethics.

Download or read book Transformational Interventions for Business Technology and Healthcare written by Burrell, Darrell Norman and published by IGI Global. This book was released on 2023-10-16 with total page 608 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's complex world, the intersection of inclusion, equity, and organizational efficiency has reached unprecedented levels, driven by events like the great resignation, the emergence of workplace cultures such as #MeToo and Bro culture, and societal movements like Black Lives Matter and pandemic-exposed disparities. This convergence highlights the urgent need for transformative change in healthcare, education, business, and technology. Organizations grapple with issues like racial bias in Artificial Intelligence, fostering workplace psychological safety, and conflict management. The escalating demands for diversity and inclusivity present a pressing challenge, necessitating holistic solutions that harness collective perspectives to drive real progress. Transformational Interventions for Business, Technology, and Healthcare emerges as a beacon for academic scholars seeking actionable insights. Dr. Burrell's two decades of university teaching experience, combined with a prolific record of academic publications and presentations, uniquely positions them to lead the way. The book, through an interdisciplinary lens, addresses the intricate challenges of our times, offering innovative solutions to reshape organizations and promote inclusivity. Covering topics such as workplace intersectionality, technology's impact on equity, and organizational behavior dynamics, this comprehensive resource directly addresses scholars at the forefront of shaping our future. By dissecting problems and providing evidence-based solutions, the book empowers readers to contribute significantly to the ongoing dialogue on inclusion, equity, and organizational development, making it a guiding light as the call for change reverberates across industries.

Download or read book The AI Ladder written by Rob Thomas and published by "O'Reilly Media, Inc.". This book was released on 2020-04-30 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI may be the greatest opportunity of our time, with the potential to add nearly $16 trillion to the global economy over the next decade. But so far, adoption has been much slower than anticipated, or so headlines may lead you to believe. With this practical guide, business leaders will discover where they are in their AI journey and learn the steps necessary to successfully scale AI throughout their organization. Authors Rob Thomas and Paul Zikopoulos from IBM introduce C-suite executives and business professionals to the AI Ladder—a unified, prescriptive approach to help them understand and accelerate the AI journey. Complete with real-world examples and real-life experiences, this book explores AI drivers, value, and opportunity, as well as the adoption challenges organizations face. Understand why you can’t have AI without an information architecture (IA) Appreciate how AI is as much a cultural change as it is a technological one Collect data and make it simple and accessible, regardless of where it lives Organize data to create a business-ready analytics foundation Analyze data, and build and scale AI with trust and transparency Infuse AI throughout your entire business and create intelligent workflows

Download or read book Intelligent IT Solutions for Sustainability in Industry 5 0 Paradigm written by Balvinder Shukla and published by Springer Nature. This book was released on with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Mastering Generative AI Software Development written by Anand Vemula and published by Anand Vemula. This book was released on with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mastering Generative AI Software Development equips you to harness the power of generative models, a revolutionary technology capable of creating entirely new and original content. Part 1 establishes a solid foundation. You'll explore the core concepts of generative models, contrasting them with traditional machine learning approaches. We'll delve into the exciting applications of generative AI, from creative content generation like writing and music composition to scientific breakthroughs in drug discovery and material science. The section concludes by discussing both the benefits and challenges associated with this powerful technology. Part 2 guides you through the practical steps of building generative AI systems. We'll tackle data preparation, a crucial stage for ensuring high-quality model training. You'll learn about different data cleaning and augmentation techniques to optimize your data for generative models. Moving on, we'll explore various generative model architectures like Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). The section delves into the training process, equipping you with the knowledge to choose appropriate loss functions and optimizers for optimal model performance. We'll also explore techniques for monitoring and debugging the training process to ensure successful model development. Part 3 showcases the vast potential of generative AI software across diverse industries. We'll explore how generative models are revolutionizing creative fields, enabling artists and writers to generate new content and explore innovative avenues. Beyond the realm of creativity, we'll delve into the transformative role of generative AI in scientific research, accelerating drug discovery and material design processes. The section concludes by exploring additional applications like data augmentation and natural language processing tasks such as machine translation and chatbot development. Part 4 paves the way for the future. We'll discuss the ethical considerations surrounding generative AI development, particularly the potential for bias and the misuse of realistic content generation. The section concludes by exploring cutting-edge advancements like explainable generative models and the ever-expanding real-world applications of this technology. By the end of this comprehensive guide, you'll possess a thorough understanding of generative AI software development, empowering you to participate in shaping the future of this rapidly evolving field.

Download or read book Rise of Generative AI and ChatGPT written by Utpal Chakraborty and published by BPB Publications. This book was released on 2023-03-22 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Everything you need to know about the next generation Generative AI tool and ChatGPT KEY FEATURES ● Get familiar with the technical aspects of Generative AI and ChatGPT. ● Understand how you can implement Generative AI and ChatGPT in your organization. ● Explore use cases of Generative AI and ChatGPT in various industries and businesses, such as healthcare, finance, retail, network security, and more. DESCRIPTION Generative AI and ChatGPT have the potential to transform industries and society by improving efficiency, enhancing creativity, and enabling more personalized experiences. If you are someone who is looking to stay ahead of the curve in this rapidly evolving digital age and utilize its potential, this book is for you. This book gives a comprehensive overview of Generative AI and ChatGPT, the cutting-edge technologies that have gained significant attention in recent times. The book aims to provide a thorough understanding of these technologies, architectures, and training methods, including their background, development process, and current state. The book helps discover innovative ways in which these technologies have been implemented to achieve measurable benefits, including improved efficiency, customer satisfaction, security, and revenue growth and its potential application across different industries and use cases. The book also explores the challenges and considerations that organizations must take into account when implementing Generative AI and ChatGPT with existing limitations. Towards the end, the book provides insights into the substantial improvements and advancements in these technologies. It also helps you identify several areas for further research and development that could enhance the capabilities of ChatGPT in the near future. WHAT YOU WILL LEARN ● Explore how different industries and domains are using ChatGPT. ● Understand how content creators and marketing industries can benefit from using ChatGPT. ● Learn how to benefit from the problem-solving abilities of ChatGPT. ● Understand how ChatGPT can be used in various coding areas. ● Get familiar with the recent advancements in ChatGPT. WHO THIS BOOK IS FOR This book is for individuals and groups interested in AI and its practical applications in the business world. Business leaders, entrepreneurs, researchers, academicians, data scientists, Machine Learning engineers, and other professionals working in the field of AI can all find value in the book's insights into the latest technological advancements and how they can be leveraged to achieve business goals. TABLE OF CONTENTS 1. Introduction to ChatGPT 2. History Of Generative Models 3. Generative AI in Banking and Finance 4. Regulatory and Legal aspects of Generative AI 5. Generative AI and ChatGPT for Government Departments 6. Authenticity AI generated content 7. ChatGPT Technical Overview: Introduction 8. Brief of top other NLP models 9. Historical flow and development of GPT series 10. API Pricing model and technical limitations of ChatGPT 11. Customer Journey in ChatGPT free version UI 12. Use Cases in Modern Era: Introduction 13. Use case in Content-marketing 14. Education and e-learning abilities 15. Use case in Entertainments purposes 16. Potential of ChatGPT in Coding and Programming 17. Problem solving abilities (Quantitative) 18. Problem solving abilities (Qualitative) 19. Use cases Financial Industry 20. Use cases in Healthcare Industry 21. Use cases in E-commerce Industry 22. Use cases in Hospitality Industry 23. Problem solving abilities of ChatGPT 24. How beginner start ChatGPT for problem-solving 25. ChatGPT for National Cyber Security and TechnoPolicy 26. Use cases in edtech industry 27. Potential of ChatGPT in Research work 28. Potential of ChatGPT in Coding and Programming 29. Recent advancements that are made in ChatGPT 30. ChatGPT and the market right now 31. Generative AI and Chatgpt Help India G20 Summit 32. GPT- 4 33. Future scope of ChatGPT

Download or read book Making Art With Generative AI Tools written by Hai-Jew, Shalin and published by IGI Global. This book was released on 2024-04-01 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the dynamic realm of generative artificial Intelligence (AI), the fusion of human creativity and machine intelligence has created a vibrant ecosystem of collaborative artmaking. However, this transformative process brings forth a myriad of concerns, ranging from ethical considerations and the need for originality to navigating the legal complexities surrounding intellectual property. As more and more online communities appear around the use of AI to aid in the creation of images, there arises a pressing need for a comprehensive guide that not only dissects the intricacies of artmaking with generative AI tools but also offers practical solutions to the evolving dilemmas faced by artists, researchers, and technologists. Making Art With Generative AI Tools emerges as an exploration of the challenges posed by this intersection of human expression and artificial intelligence. Artists engaging with generative AI find themselves grappling with issues of authenticity, social toxicity, and the commercial viability of their creations. From avoiding stereotypical visuals to ensuring proper crediting, the realm of generative AI is rife with these complexities. Furthermore, the blurred lines between human and machine authorship necessitate a deeper exploration of how these innovative tools impact creativity, representation, and the very fabric of the art world.

Download or read book Artificial Intelligence Applications for Improved Software Engineering Development New Prospects written by Meziane, Farid and published by IGI Global. This book was released on 2009-07-31 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides an overview of useful techniques in artificial intelligence for future software development along with critical assessment for further advancement"--Provided by publisher.

Download or read book Deep Learning for Coders with fastai and PyTorch written by Jeremy Howard and published by O'Reilly Media. This book was released on 2020-06-29 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala

Download or read book South African Computer Science and Information Systems Research Trends written by Aurona Gerber and published by Springer Nature. This book was released on with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Artificial Intelligence in Practice written by Bernard Marr and published by John Wiley & Sons. This book was released on 2019-04-15 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-solutions to real-world business problems Artificial Intelligence in Practice is a fascinating look into how companies use AI and machine learning to solve problems. Presenting 50 case studies of actual situations, this book demonstrates practical applications to issues faced by businesses around the globe. The rapidly evolving field of artificial intelligence has expanded beyond research labs and computer science departments and made its way into the mainstream business environment. Artificial intelligence and machine learning are cited as the most important modern business trends to drive success. It is used in areas ranging from banking and finance to social media and marketing. This technology continues to provide innovative solutions to businesses of all sizes, sectors and industries. This engaging and topical book explores a wide range of cases illustrating how businesses use AI to boost performance, drive efficiency, analyse market preferences and many others. Best-selling author and renowned AI expert Bernard Marr reveals how machine learning technology is transforming the way companies conduct business. This detailed examination provides an overview of each company, describes the specific problem and explains how AI facilitates resolution. Each case study provides a comprehensive overview, including some technical details as well as key learning summaries: Understand how specific business problems are addressed by innovative machine learning methods Explore how current artificial intelligence applications improve performance and increase efficiency in various situations Expand your knowledge of recent AI advancements in technology Gain insight on the future of AI and its increasing role in business and industry Artificial Intelligence in Practice: How 50 Successful Companies Used Artificial Intelligence to Solve Problems is an insightful and informative exploration of the transformative power of technology in 21st century commerce.