Mastering Prompt Engineering For Generative Ai Unlocking The Full Potential Of Ai Technology
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Mastering Prompt Engineering For Generative Ai Unlocking The Full Potential Of Ai Technology
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Author : Anand Vemula
language : en
Publisher: Anand Vemula
Release Date :
Mastering Prompt Engineering For Generative Ai Unlocking The Full Potential Of Ai Technology written by Anand Vemula and has been published by Anand Vemula this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
A comprehensive guide to mastering the art and science of crafting effective prompts to unleash the full potential of generative AI. This book delves into the principles, techniques, and ethical considerations of prompt engineering, providing readers with practical insights and strategies for achieving optimal results. The book begins by exploring the fundamentals of prompt engineering, including the definition of prompts, their importance in guiding AI models, and the various types of prompts commonly used. Readers will learn about the common challenges and pitfalls of prompt engineering and gain a deeper understanding of AI models, their architecture, training processes, strengths, and limitations. Moving on to advanced topics, the book covers multi-turn prompts, contextual and sequential prompts, and leveraging model outputs to refine and enhance AI-generated content. Readers will discover domain-specific applications of prompt engineering, including creative writing, conversational AI, visual and artistic applications, and scientific and technical domains. Ethical considerations play a significant role in prompt engineering, and the book provides insights into recognizing and mitigating bias, ethical considerations, and responsible AI use. Readers will also gain practical knowledge of the tools and platforms available for prompt engineering, along with techniques for customizing and extending AI models. Testing and evaluation are essential aspects of prompt engineering, and the book offers guidance on metrics for assessing prompt performance, gathering user feedback, and conducting A/B testing and comparative analysis. Real-world case studies highlight successful applications of prompt engineering across various industries, offering valuable lessons and insights. Finally, the book explores future trends in generative AI and prompt engineering, providing readers with a glimpse into emerging technologies, predictions for the future of AI, and strategies for preparing for future developments. With its comprehensive coverage and practical insights, "Prompt Engineering for Generative AI" is an indispensable resource for AI enthusiasts, researchers, developers, and anyone looking to harness the power of generative AI through effective prompt engineering
Optimizing Prompt Engineering For Generative Ai
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Author : ERIK HERMAN
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2025-03-11
Optimizing Prompt Engineering For Generative Ai written by ERIK HERMAN and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-11 with Computers categories.
In the constantly changing field of artificial intelligence, effective communication and prompt engineering have become essential for developers, researchers, and tech enthusiasts to guide and improve AI. Optimizing Prompt Engineering for Generative AI provides in-depth insight into the techniques and skills needed to create prompts that enhance the performance and relevance of conversational AI systems. Intended for AI practitioners, technology developers, and academics, this book serves as both a foundational text for newcomers and a detailed guide for experienced professionals seeking to refine their skills. This book equips readers with the knowledge to effectively design, test, and refine AI prompts that lead to more accurate, engaging, and ethically aligned AI interactions. From the basics of prompt construction to advanced techniques for specific industries, the content covers a broad spectrum. Each chapter builds on the previous one, starting with an introduction to the fundamental concepts of prompt engineering, moving through detailed discussions on crafting effective prompts, and concluding with insights into future trends and ethical considerations. Through a blend of theoretical explanations, practical applications, case studies, and hands-on exercises, the coverage ensures that readers not only understand the principles of prompt engineering but also know how to apply these principles effectively. By the end of this journey, readers will be equipped to enhance the capabilities of AI systems, making them more responsive, intuitive, and beneficial in a variety of real-world settings. This book is not just a manual; it’s a pathway to mastering the art of conversational AI, designed to foster an innovative approach to AI interactions that are as transformative as they are forward-thinking.
Master 2025 Video Ai Prompts
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Author : Xurmatillo
language : en
Publisher: Xurmatillo Oxunov
Release Date : 2025-06-27
Master 2025 Video Ai Prompts written by Xurmatillo and has been published by Xurmatillo Oxunov this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-27 with Computers categories.
The future of video is here, and it's powered by AI. Are you ready to lead the visual revolution? Master 2025 Video AI Prompts is your essential handbook for transforming abstract ideas into stunning, captivating video content with generative AI. This comprehensive guide unlocks the full potential of AI-driven visuals for every purpose. Inside, you'll discover how to: Master practical prompt engineering strategies to command cutting-edge AI video tools. Create captivating videos for dynamic marketing campaigns, engaging sales pitches, and impactful educational content. Unleash your artistic vision by generating breathtaking visuals and compelling narratives for personal projects. Optimize your AI video output for precision, quality, and emotional resonance, ensuring flawless results. Boost your creative and professional output, saving time and resources while achieving extraordinary results. Whether you're a marketer, entrepreneur, artist, educator, or simply an AI enthusiast, this book equips you to thrive in the 2025 AI landscape. Don't get left behind in the age of video content automation. Download Master 2025 Video AI Prompts now and revolutionize your AI video creation! Start transforming your vision into reality today.
Governance In The Age Of Gen Ai
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Author : Ashwin Rangan
language : en
Publisher: Archway Publishing
Release Date : 2025-05-28
Governance In The Age Of Gen Ai written by Ashwin Rangan and has been published by Archway Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-28 with Technology & Engineering categories.
Board members and management need to understand how generative AI impacts their business and the industry, and what strategic choices will enable them to exploit the opportunities and manage the challenges. In Governance in The Age of Gen AI, authors Ashwin Rangan and Dean A. Yoost present twelve vantage points on generative AI. Beginning with a discussion of the new foundation of artificial intelligence, market, and competitive analysis, and the technology and AI infrastructure requirements, the chapters move to the criticality of data governance, and hallucinations, prompt engineering, and retrieval-augmented generation. Rangan and Yoost then transition to the critical roles and skills development, managing the risks, and testing, evaluation, and measuring the success, as well as software development and system integration, creating the strategy, and the board’s governance in the age of AI. It closes with perspectives on what is likely to be next. The handbook serves as a guide for directors and management, offering a practical lens to the most important questions and emerging challenges with generative AI. In an easy-to-read and understandable format, it offers information about the fundamentals of AI, and it tells how to stimulate creative and critical thinking in the boardroom. The power of generative AI is just beginning to be recognized and valued. Board members and executives need to be fully informed to get their organizations on top of the wave.
Mastering Prompt Engineering
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Author : Anand Nayyar
language : en
Publisher: Morgan Kaufmann
Release Date : 2025-08-01
Mastering Prompt Engineering written by Anand Nayyar and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-01 with Computers categories.
Mastering Prompt Engineering: Deep Insights for Optimizing Large Language Models (LLMs) is a comprehensive guide that takes readers on a journey through the world of Large Language Models (LLMs) and prompt engineering. Covering foundational concepts, advanced techniques, ethical considerations, and real-world case studies, this book equips both novices and experts to navigate the complex LLM landscape. It provides insights into LLM architecture, training, and prompt engineering methods, while addressing ethical concerns such as bias and privacy. Real-world case studies showcase the practical application of prompt engineering in a wide range of settings. This resource is not just for specialists but is a practical and ethically conscious guide for AI practitioners, students, scientific researchers, and anyone interested in harnessing the potential of LLMs in natural language processing and generation. Mastering Prompt Engineering serves as a gateway to a deeper understanding of LLMs and their responsible and effective utilization through its comprehensive, ethical, and practical approach. - Addresses ethical concerns and provides strategies for mitigating bias and ensuring responsible AI practices - Covers foundational concepts, advanced techniques, and the broader landscape of LLMs, equipping readers with a well-rounded understanding - Serves as a gateway to a deeper understanding of LLMs and their responsible and effective utilization
Generative Deep Learning With Python
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Author : Cuantum Technologies LLC
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-06-12
Generative Deep Learning With Python written by Cuantum Technologies LLC 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 2024-06-12 with Computers categories.
Dive into the world of Generative Deep Learning with Python, mastering GANs, VAEs, & autoregressive models through projects & advanced topics. Gain practical skills & theoretical knowledge to create groundbreaking AI applications. Key Features Comprehensive coverage of deep learning and generative models. In-depth exploration of GANs, VAEs, & autoregressive models & advanced topics in generative AI. Practical coding exercises & interactive assignments to build your own generative models. Book DescriptionGenerative Deep Learning with Python opens the door to the fascinating world of AI where machines create. This course begins with an introduction to deep learning, establishing the essential concepts and techniques. You will then delve into generative models, exploring their theoretical foundations and practical applications. As you progress, you will gain a deep understanding of Generative Adversarial Networks (GANs), learning how they function and how to implement them for tasks like face generation. The course's hands-on projects, such as creating GANs for face generation and using Variational Autoencoders (VAEs) for handwritten digit generation, provide practical experience that reinforces your learning. You'll also explore autoregressive models for text generation, allowing you to see the versatility of generative models across different types of data. Advanced topics will prepare you for cutting-edge developments in the field. Throughout your journey, you will gain insights into the future landscape of generative deep learning, equipping you with the skills to innovate and lead in this rapidly evolving field. By the end of the course, you will have a solid foundation in generative deep learning and be ready to apply these techniques to real-world challenges, driving advancements in AI and machine learning.What you will learn Develop a detailed understanding of deep learning fundamentals Implement and train Generative Adversarial Networks (GANs) Create & utilize Variational Autoencoders for data generation Apply autoregressive models for text generation Explore advanced topics & stay ahead in the field of generative AI Analyze and optimize the performance of generative models Who this book is for This course is designed for technical professionals, data scientists, and AI enthusiasts who have a foundational understanding of deep learning and Python programming. It is ideal for those looking to deepen their expertise in generative models and apply these techniques to innovative projects. Prior experience with neural networks and machine learning concepts is recommended to maximize the learning experience. Additionally, research professionals and advanced practitioners in AI seeking to explore generative deep learning applications will find this course highly beneficial.
Unlocking Data With Generative Ai And Rag
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Author : Keith Bourne
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-09-27
Unlocking Data With Generative Ai And Rag written by Keith Bourne 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 2024-09-27 with Computers categories.
Leverage cutting-edge generative AI techniques such as RAG to realize the potential of your data and drive innovation as well as gain strategic advantage Key Features Optimize data retrieval and generation using vector databases Boost decision-making and automate workflows with AI agents Overcome common challenges in implementing real-world RAG systems Purchase of the print or Kindle book includes a free PDF eBook Book Description Generative AI is helping organizations tap into their data in new ways, with retrieval-augmented generation (RAG) combining the strengths of large language models (LLMs) with internal data for more intelligent and relevant AI applications. The author harnesses his decade of ML experience in this book to equip you with the strategic insights and technical expertise needed when using RAG to drive transformative outcomes. The book explores RAG’s role in enhancing organizational operations by blending theoretical foundations with practical techniques. You’ll work with detailed coding examples using tools such as LangChain and Chroma’s vector database to gain hands-on experience in integrating RAG into AI systems. The chapters contain real-world case studies and sample applications that highlight RAG’s diverse use cases, from search engines to chatbots. You’ll learn proven methods for managing vector databases, optimizing data retrieval, effective prompt engineering, and quantitatively evaluating performance. The book also takes you through advanced integrations of RAG with cutting-edge AI agents and emerging non-LLM technologies. By the end of this book, you’ll be able to successfully deploy RAG in business settings, address common challenges, and push the boundaries of what’s possible with this revolutionary AI technique. What you will learn Understand RAG principles and their significance in generative AI Integrate LLMs with internal data for enhanced operations Master vectorization, vector databases, and vector search techniques Develop skills in prompt engineering specific to RAG and design for precise AI responses Familiarize yourself with AI agents' roles in facilitating sophisticated RAG applications Overcome scalability, data quality, and integration issues Discover strategies for optimizing data retrieval and AI interpretability Who this book is for This book is for AI researchers, data scientists, software developers, and business analysts looking to leverage RAG and generative AI to enhance data retrieval, improve AI accuracy, and drive innovation. It is particularly suited for anyone with a foundational understanding of AI who seeks practical, hands-on learning. The book offers real-world coding examples and strategies for implementing RAG effectively, making it accessible to both technical and non-technical audiences. A basic understanding of Python and Jupyter Notebooks is required.
Building Intelligent Applications With Generative Ai
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Author : Yattish Ramhorry
language : en
Publisher: BPB Publications
Release Date : 2024-08-22
Building Intelligent Applications With Generative Ai written by Yattish Ramhorry and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-22 with Computers categories.
DESCRIPTION Building Intelligent Applications with Generative AI is a comprehensive guide that unlocks the power of generative AI for building cutting-edge applications. This book covers a wide range of use cases and practical examples, from text generation and conversational agents to creative media generation and code completion. These examples are designed to help you capitalize on the potential of generative AI in your applications. Through clear explanations, step-by-step tutorials, and real-world case studies, you will learn how to prepare data and train generative AI models. You will also explore different generative AI techniques, including large language models like GPT-4, ChatGPT, Llama 2, and Google’s Gemini, to understand how they can be applied in various domains, such as content generation, virtual assistants, and code generation. With a focus on practical implementation, this book also examines ethical considerations, best practices, and future trends in generative AI. Further, this book concludes by exploring ethical considerations and best practices for building responsible GAI applications, ensuring you are harnessing this technology for good. By the end of this book, you will be well-equipped to leverage the power of GAI to build intelligent applications and unleash your creativity in innovative ways. KEY FEATURES ● Learn the fundamentals of generative AI and the practical usage of prompt engineering. ● Gain hands-on experience in building generative AI applications. ● Learn to use tools like LangChain, LangSmith, and FlowiseAI to create intelligent applications and AI chatbots. WHAT YOU WILL LEARN ● Understand generative AI (GAI) and large language models (LLMs). ● Explore real-world GAI applications across industries. ● Build intelligent applications with the ChatGPT API. ● Explore retrieval augmented generation with LangChain and Gemini Pro. ● Create chatbots with LangChain and Streamlit for data retrieval. WHO THIS BOOK IS FOR This book is for developers, data scientists, AI practitioners, and tech enthusiasts who are interested in leveraging generative AI techniques to build intelligent applications across various domains. TABLE OF CONTENTS 1. Exploring the World of Generative AI 2. Use Cases for Generative AI Applications 3. Mastering the Art of Prompt Engineering 4. Integrating Generative AI Models into Applications 5. Emerging Trends and the Future of Generative AI 6. Building Intelligent Applications with the ChatGPT API 7. Retrieval Augmented Generation with Gemini Pro 8. Generative AI Applications with Gradio 9. Visualize your Data with LangChain and Streamlit 10. Building LLM Applications with Llama 2 11. Building an AI Document Chatbot with Flowise AI 12. Best Practices for Building Applications with Generative AI 13. Ethical Considerations of Generative AI
Adopting Ai For Business Transformation
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Author : Andrea Marchiotto
language : en
Publisher: BPB Publications
Release Date : 2024-11-26
Adopting Ai For Business Transformation written by Andrea Marchiotto and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-26 with Computers categories.
DESCRIPTION Adopting AI for Business Transformation offers a comprehensive guide for businesses ready to transition into AI and automation and transform their operations and ways of working. The book focuses on various industries providing practical insights and step-by-step guides for AI adoption and integration. Through real-world examples, expert insights, and case studies, the author shares his experience in product management, e-commerce, and digital platforms, presenting strategies for embracing AI and overcoming implementation challenges. Learn the key principles of AI adoption, get guidance on generative AI and large language models, and how to best leverage their power with advanced prompt engineering, organizational structures, workforce education and upskilling, cloud-based business models, and ready-to-use AI frameworks that have successfully transformed traditional businesses into AI-driven, modern, efficient business models. By the end of this book, you will understand how to adopt and integrate AI, empowering your team to leverage AI in your business operations, reducing the time spent on operational tasks, and unlocking new growth opportunities. By adopting the strategies in this book, you will reduce operational costs, improve efficiency, and future-proof your business. KEY FEATURES ● Introduction to AI concepts, types of AI, and real-world examples. ● Overview of popular frameworks, strengths and weaknesses, and selection criteria. ● Use cases of generative AI for innovation across diverse industries. WHAT YOU WILL LEARN ● Grasp how AI is revolutionizing business operations and driving innovation. ● Understand AI adoption frameworks and learn how to choose the right one for your organization. ● Explore AI applications in healthcare, finance, and manufacturing, from patient care to fraud detection. ● Discover the role of AI in Web 3.0 and its intersection with blockchain. ● Learn how AI enhances customer service, education, agriculture, and retail, transforming industry landscapes. WHO THIS BOOK IS FOR This book is ideal for CXOs, decision-makers, entrepreneurs, business owners and leaders, consultants, and digital transformation advisors interested in the democratization of AI, generative AI, and large language models. TABLE OF CONTENTS 1. The Power of AI in Modern Businesses 2. AI Adoption Frameworks for Business Leaders and Entrepreneurs 3. AI Adoption Frameworks for Developers 4. Building an AI-ready Culture 5. Practical Applications of Generative AI and Large Language Models 6. AI in Emerging Technologies 7. Latest Developments and Breakthroughs in Artificial Intelligence
Practical Generative Ai With Chatgpt
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Author : Valentina Alto
language : en
Publisher: Packt Publishing Ltd
Release Date : 2025-04-25
Practical Generative Ai With Chatgpt written by Valentina Alto 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 2025-04-25 with Computers categories.
Transform your professional world with ChatGPT and OpenAI—master prompt design to revolutionize development, marketing, research, and enterprise implementation Key Features Turn ChatGPT into your companion for marketing, research, personal productivity, art and coding Learn prompt engineering techniques that deliver consistent, relevant, and ethical AI-powered results Build custom GPTs and assistants tailored to your specific business needs and workflows Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionPractical Generative AI with ChatGPT is your hands-on guide to unlocking the full potential of ChatGPT. From building AI assistants and mastering prompt engineering to analyzing documents and images and even generating code, this book equips you with the skills to integrate generative AI into your workflow. Written by a technical architect specializing in AI and intelligent applications, this book provides the tools and knowledge you need to streamline tasks, enhance productivity, and create intelligent solutions. You’ll learn how to craft precise prompts, leverage ChatGPT for daily efficiency, and develop custom AI assistants tailored to your needs. The chapters show you how to use ChatGPT’s multimodal capabilities to generate images with DALL·E and even transform images into code. This ChatGPT book goes beyond basic interactions by showing you how to design custom GPTs and integrate OpenAI’s APIs into your applications. You’ll explore how businesses use OpenAI models, from building AI applications, including semantic search, to creating an AI roadmap. Each chapter is packed with practical examples, ensuring you can apply the techniques right away. By the end of this book, you’ll be well equipped to leverage OpenAI's technology for competitive advantage.What you will learn Explore the fundamentals of generative AI and GPT models Master prompt engineering to consistently get relevant and reliable outputs from ChatGPT Develop marketing strategies and conduct meaningful A/B testing with AI assistance Boost your coding with code generation, review, and optimization Enhance research with real-time knowledge mining Enhance your visual creativity with image generation, image understanding, and style transfer Design custom GPTs and assistants tailored to specific business functions Discover how enterprises are leveraging large language models for their AI apps Who this book is for This book is ideal for business professionals, developers, marketers, researchers, and decision-makers who want to leverage AI to enhance productivity. No advanced technical background is required for the foundational sections, making the content accessible to beginners, while later chapters provide depth for technical professionals implementing enterprise solutions. If you’re seeking practical applications of generative AI in business contexts, you’ll find immediate, actionable value in this book.