AI Foundations of Prompt Engineering

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Author :
Publisher : Green Mountain Computing
ISBN 13 :
Total Pages : 167 pages
Book Rating : 4./5 ( download)

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Book Synopsis AI Foundations of Prompt Engineering by : Jon Adams

Download or read book AI Foundations of Prompt Engineering written by Jon Adams and published by Green Mountain Computing. This book was released on with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the secrets of effective communication with AI through "AI Foundations of Prompt Engineering," a comprehensive guide that delves into the nuanced art of prompt engineering. Authored with the intent to demystify the process of crafting prompts that elicit desired responses from AI, this book serves as both an introduction for newcomers and a deep dive for seasoned professionals in the field of artificial intelligence. Book Contents: Chapter 1: Defining Prompt Engineering - Introduction to the concept and importance of prompt engineering in AI interactions. Chapter 2: Elements of a Good Prompt - Exploration of the critical components that constitute an effective prompt. Chapter 3: Word Choice in Prompts - Insights into the significance of choosing the right words for clarity and impact. Chapter 4: Crafting Questions for AI - Guidelines for formulating questions that AI can understand and respond to accurately. Chapter 5: Sentence Structure in AI Prompts - Examination of how sentence structure affects AI's comprehension and responses. Chapter 6: Avoiding Ambiguity - Strategies for creating clear and unambiguous prompts to ensure precise AI responses. Chapter 7: Contextual Considerations - Discussion on the role of context in enhancing the effectiveness of prompts. Chapter 8: Testing and Iterating Prompts - Methods for testing prompts and refining them based on feedback. Chapter 9: Advanced Prompt Engineering - Advanced techniques and considerations for expert-level prompt engineering. Why This Book? Practical Approach: Unlike purely theoretical texts, this book offers concrete guidance, practical examples, and exercises for real-world application. Comprehensive Coverage: From foundational concepts to advanced techniques, this book covers the entire spectrum of prompt engineering. Expert Insights: Benefit from the author's deep understanding of AI dialogue design, informed by the latest research and practices in the field. Whether you're just starting out or seeking to enhance your skills in AI communication, "AI Foundations of Prompt Engineering" is an essential resource that will equip you with the knowledge and tools to master the art of prompt engineering. Embark on this educational journey and unlock the potential of AI through expertly crafted prompts.

AI Basics and The RGB Prompt Engineering Model

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Author :
Publisher : Praizion Media
ISBN 13 : 9781934579220
Total Pages : 0 pages
Book Rating : 4.5/5 (792 download)

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Book Synopsis AI Basics and The RGB Prompt Engineering Model by : Phill Akinwale

Download or read book AI Basics and The RGB Prompt Engineering Model written by Phill Akinwale and published by Praizion Media. This book was released on 2023-06-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the mysteries of Artificial Intelligence and master the foundations of the RGB Prompt Engineering Model with "AI Basics: A Practical Understanding of RGB Prompt Engineering"! This comprehensive guide is designed for AI enthusiasts, tech hobbyists, and professionals alike who want to delve deeper into the world of AI and understand the groundbreaking RGB Prompt Engineering Model. Each chapter carefully presents a structured pathway from AI's historical origins to the most advanced applications in today's technology landscape. The book navigates you through key AI concepts like Machine Learning, Natural Language Processing, and Computer Vision, setting a robust base for exploring the unique capabilities of the RGB Model. What sets this guide apart is its specific focus on the RGB Prompt Engineering Model, a state-of-the-art tool in AI that elevates machine understanding to new heights. With detailed explanations, real-world examples, and hands-on exercises, you will learn to effectively harness the power of this groundbreaking model. "AI Basics: A Practical Understanding of RGB Prompt Engineering" offers you the future of AI today. Let it be your companion in this fascinating journey towards understanding and applying AI in our daily lives. Prepare to step into the future, one prompt at a time!

Prompt Engineering - Basics

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Author :
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.3/5 (946 download)

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Book Synopsis Prompt Engineering - Basics by : Raj Vaidyamath

Download or read book Prompt Engineering - Basics written by Raj Vaidyamath and published by Independently Published. This book was released on 2023-05-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prompt Engineering Basics is a concise and comprehensive guide that introduces readers to the fundamental principles and techniques of Prompt Engineering. This book provides a solid foundation for understanding the role of prompts in guiding AI models, with a specific focus on OpenAI as a test case. From beginner-level concepts to advanced strategies, Prompt Engineering Basics covers a wide range of topics including prompt design, crafting effective prompts, utilizing OpenAI models, incorporating longchain prompts, and addressing ethical considerations. The book explores the challenges and future directions in the field, highlighting ongoing research and advancements. With practical examples, case studies, and guidelines, Prompt Engineering Basics equips readers with the necessary knowledge and skills to harness the power of prompts in natural language processing tasks. The book emphasizes the importance of scalability, deployment, and maintaining ethical practices in Prompt Engineering. Whether you are a beginner or an experienced professional, Prompt Engineering Basics is a must-read for anyone interested in understanding the fundamentals of Prompt Engineering and unlocking the potential of AI-powered language processing.

The Quick Guide to Prompt Engineering

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1394243324
Total Pages : 485 pages
Book Rating : 4.3/5 (942 download)

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Book Synopsis The Quick Guide to Prompt Engineering by : Ian Khan

Download or read book The Quick Guide to Prompt Engineering written by Ian Khan and published by John Wiley & Sons. This book was released on 2024-03-26 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design and use generative AI prompts that get helpful and practical results In The Quick Guide to Prompt Engineering, renowned technology futurist, management consultant, and AI thought leader Ian Khan delivers a practical and insightful discussion on taking the first steps in understanding and learning how to use generative AI. In this concise and quick start guide, you will learn how to design and use prompts to get the most out of Large Language Model generative AI applications like ChatGPT, DALL-E, Google’s Bard, and more. In the book, you’ll explore how to understand generative artificial intelligence and how to engineer prompts in a wide variety of industry use cases. You’ll also find thoughtful and illuminating case studies and hands-on exercises, as well as step-by-step guides, to get you up to speed on prompt engineering in no time at all. The book has been written for the non-technical user to take the first steps in the world of generative AI. Along with a helpful glossary of common terms, lists of useful additional reading and resources, and other resources, you’ll get: Explanations of the basics of generative artificial intelligence that help you to learn what’s going on under the hood of ChatGPT and other LLMs Stepwise guides to creating effective, efficient, and ethical prompts that help you get the most utility possible from these exciting new tools Strategies for generating text, images, video, voice, music, and other audio from various publicly available artificial intelligence tools Perfect for anyone with an interest in one of the newest and most practical technological advancements recently released to the public, The Quick Guide to Prompt Engineering is a must-read for tech enthusiasts, marketers, content creators, technical professionals, data experts, and anyone else expected to understand and use generative AI at work or at home. No previous experience is required.

Unlocking the Secrets of Prompt Engineering

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1835088260
Total Pages : 316 pages
Book Rating : 4.8/5 (35 download)

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Book Synopsis Unlocking the Secrets of Prompt Engineering by : Gilbert Mizrahi

Download or read book Unlocking the Secrets of Prompt Engineering written by Gilbert Mizrahi and published by Packt Publishing Ltd. This book was released on 2024-01-12 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enhance your writing with AI by mastering prompt engineering techniques and become an expert in developing and utilizing LLM prompts across applications Key Features Master prompt engineering techniques to harness AI's writing potential Discover diverse LLM applications for content creation and beyond Learn through practical examples, use cases, and hands-on guidance Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionUnlocking the Secrets of Prompt Engineering is your key to mastering the art of AI-driven writing. This book propels you into the world of large language models (LLMs), empowering you to create and apply prompts effectively for diverse applications, from revolutionizing content creation and chatbots to coding assistance. Starting with the fundamentals of prompt engineering, this guide provides a solid foundation in LLM prompts, their components, and applications. Through practical examples and use cases, you'll discover how LLMs can be used for generating product descriptions, personalized emails, social media posts, and even creative writing projects like fiction and poetry. The book covers advanced use cases such as creating and promoting podcasts, integrating LLMs with other tools, and using AI for chatbot development. But that’s not all. You'll also delve into the ethical considerations, best practices, and limitations of using LLM prompts as you experiment and optimize your approach for best results. By the end of this book, you'll have unlocked the full potential of AI in writing and content creation to generate ideas, overcome writer's block, boost productivity, and improve communication skills.What you will learn Explore the different types of prompts, their strengths, and weaknesses Understand the AI agent's knowledge and mental model Enhance your creative writing with AI insights for fiction and poetry Develop advanced skills in AI chatbot creation and deployment Discover how AI will transform industries such as education, legal, and others Integrate LLMs with various tools to boost productivity Understand AI ethics and best practices, and navigate limitations effectively Experiment and optimize AI techniques for best results Who this book is for This book is for a wide audience, including writers, marketing and business professionals, researchers, students, tech enthusiasts, and creative individuals. Anyone looking for strategies and examples for using AI co-writing tools like ChatGPT effectively in domains such as content creation, drafting emails, and inspiring artistic works, will find this book especially useful. If you are interested in AI, NLP, and innovative software for personal or professional use, this is the book for you.

Prompt Engineering and ChatGPT

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Author :
Publisher :
ISBN 13 : 9781962079068
Total Pages : 0 pages
Book Rating : 4.0/5 (79 download)

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Book Synopsis Prompt Engineering and ChatGPT by : Russel Grant

Download or read book Prompt Engineering and ChatGPT written by Russel Grant and published by . This book was released on 2023-11-24 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Learning Deep Architectures for AI

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Author :
Publisher : Now Publishers Inc
ISBN 13 : 1601982941
Total Pages : 145 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis Learning Deep Architectures for AI by : Yoshua Bengio

Download or read book Learning Deep Architectures for AI written by Yoshua Bengio and published by Now Publishers Inc. This book was released on 2009 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: Theoretical results suggest that in order to learn the kind of complicated functions that can represent high-level abstractions (e.g. in vision, language, and other AI-level tasks), one may need deep architectures. Deep architectures are composed of multiple levels of non-linear operations, such as in neural nets with many hidden layers or in complicated propositional formulae re-using many sub-formulae. Searching the parameter space of deep architectures is a difficult task, but learning algorithms such as those for Deep Belief Networks have recently been proposed to tackle this problem with notable success, beating the state-of-the-art in certain areas. This paper discusses the motivations and principles regarding learning algorithms for deep architectures, in particular those exploiting as building blocks unsupervised learning of single-layer models such as Restricted Boltzmann Machines, used to construct deeper models such as Deep Belief Networks.

Mastering Prompt Engineering

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Author :
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.3/5 (96 download)

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Book Synopsis Mastering Prompt Engineering by : Abu Rayhan

Download or read book Mastering Prompt Engineering written by Abu Rayhan and published by Independently Published. This book was released on 2023-04-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Mastering Prompt Engineering: Techniques for Creating Powerful and Effective AI Language Models" is a comprehensive guide to the field of prompt engineering, a critical aspect of building advanced natural language processing systems. The book is written for AI researchers, data scientists, and software engineers who are interested in creating more accurate and effective language models. The book covers a wide range of topics, starting with an introduction to the basics of prompt engineering and the underlying principles of AI language models. It then explores various techniques for creating powerful and effective prompts, including methods for selecting relevant and diverse training data, techniques for generating high-quality prompts, and strategies for fine-tuning and optimizing models for specific tasks. The book also delves into more advanced topics, such as the use of transfer learning and pre-trained language models, as well as approaches for incorporating external knowledge sources and creating more human-like conversational systems. It also covers the latest research in the field, including emerging techniques for creating more interpretable and explainable models. Throughout the book, readers will find practical examples and case studies that demonstrate the real-world applications of prompt engineering techniques, including use cases in customer service, content recommendation, speech recognition, and more. The book also includes practical advice for overcoming common challenges and pitfalls in the prompt engineering process, as well as tips for collaborating effectively with other members of an AI development team. Overall, "Mastering Prompt Engineering: Techniques for Creating Powerful and Effective AI Language Models" provides a comprehensive and practical guide to this critical aspect of building advanced natural language processing systems, and is an essential resource for anyone interested in mastering the field of AI language modeling.

Hands-On Prompt Engineering

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Author :
Publisher : Wiley
ISBN 13 : 9781394210763
Total Pages : 0 pages
Book Rating : 4.2/5 (17 download)

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Book Synopsis Hands-On Prompt Engineering by : Apurv Sibal

Download or read book Hands-On Prompt Engineering written by Apurv Sibal and published by Wiley. This book was released on 2024-02-28 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive introduction to the fundamentals of prompt engineering with ChatGPT Hands-On Prompt Engineering is a practical and essential resource for any professional looking to implement AI in their business. This book teaches you the basics of prompt engineering, which lets you program ChatGPT to perform tasks. It focuses on business applications of AI and walks you through the process of implementing techniques and algorithms using available software tools. You’ll also learn the approaches and best practices that have led to success for leaders in this area. Prompt engineering differs from the process of coding traditional queries in a few key ways. With prompt engineering, task descriptions are formulated as questions, so the description of the task is embedded in the input given to the AI. Additionally, some language models can be trained to complete tasks using information contained in the prompts (prompt-based learning). Hands-On Prompt Engineering teaches you to work with these and pretrained models using Python code. Learn what types of AI language model tasks can be productively automated through prompt engineering Use Python to program OpenAI’s ChatGPT3 and add business value Discover the best practices and proven techniques in the emerging field of prompt engineering Get hands-on guidance for optimizing the output you receive from ChatGPT and other AI models Hands-On Prompt Engineering is an essential resource for software engineers, MLOps engineers, data scientists, and other business professionals interested in utilizing AI and natural language processing with prompt engineering.

Text Generative AI courseware

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Author :
Publisher : Van Haren
ISBN 13 : 9401810869
Total Pages : 105 pages
Book Rating : 4.4/5 (18 download)

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Book Synopsis Text Generative AI courseware by : Wahbe Rezek

Download or read book Text Generative AI courseware written by Wahbe Rezek and published by Van Haren. This book was released on with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: The course is mainly practical (applying generative AI/prompt-engineering), in action activities where you make prompts and learn best practices on Text Generative AI, while doing. Gain a comprehensive understanding of Text Generative AI and its capabilities Develop critical thinking skills to evaluate the potential of Text Generative AI in different business use cases Understanding of the architecture behind the model Master the skill of prompt engineering for effective interaction with Text Generative AI Learn how to integrate Text Generative AI into existing workflows Understand the limitations and risks associated with Text Generative AI Individuals who need a basic understanding Text Generative AI Professionals who want to learn the potential and pitfalls of Text Generative AI and how to deal with it Business Analyst. The course is mainly practical, with interactive activities where you make prompts and learn by doing. You will also get feedback and guidance from experienced instructors and peers. By the end of the course, you will be able to: • Gain a comprehensive understanding of Text Generative AI and its capabilities • Develop critical thinking skills to evaluate the potential of Text Generative AI in different business use cases • Master the skill of prompt engineering for effective interaction with Text Generative AI • Learn how to integrate Text Generative AI into existing workflows • Understand the limitations and risks associated with Text Generative AI The course is suitable for anyone who needs a basic understanding of Text Generative AI, such as: • Professionals who want to learn the potential and pitfalls of Text Generative AI and how to deal with them • Business analysts, marketers, content creators, educators, researchers, and other roles that can benefit from using Text Generative AI • Students who want to explore the field of Text Generative AI and its applications The course prepares you for the EDF Certified (Text) Generative AI Ambassador exam, which is a certification program offered by the Effective Data Foundation (EDF) and Van Haren Certify. By passing this exam, you will become a certified Text Generative AI Ambassador and gain a competitive edge in your field.

Prompt Engineering

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Author :
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Prompt Engineering by : Navveen Balani

Download or read book Prompt Engineering written by Navveen Balani and published by Independently Published. This book was released on 2023-04-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Once upon a time, in a world teeming with creativity, an author embarked on an ambitious quest to create a book unlike any other: "Prompt Engineering: Unlocking Generative AI." This tale begins with a simple question: Could the synergy of human creative prowess and Generative AI give birth to a groundbreaking masterpiece? Unraveling the answer to this question would not only revolutionize the author's creative process but also open up new horizons for human-machine collaborations across a wide range of sectors. As the author delved into the seemingly infinite possibilities of Generative AI, a fascinating process called prompt engineering caught his attention. By combining human ingenuity with machine intelligence, the author discovered a synergistic partnership that transcended the boundaries of traditional writing. Together, they weaved an intricate tapestry of stories, ideas, and insights, revealing the untapped potential of man and machine working in harmony to create artful crafts. The author's distinct ingenuity played an integral role in the success of this collaboration. By masterfully combining his writing with the generative process, the author seamlessly blended his imagination and artistic sensibilities with the resourcefulness of AI. This innovative approach led to creating and refining content that was engaging and thought-provoking and a reflection of his own creative vision. The author demonstrated the power of a harmonious partnership between humans and Generative AI, producing a unique and inspiring blend of content showcasing the best of both worlds. Recognizing the ever-evolving nature of Generative AI, one must appreciate that it is an ongoing journey toward perfection. The journey of crafting significant and coherent prompts frequently necessitates iterations, as AI-generated output may only sometimes meet initial expectations. Yet, this fundamental practice of optimizing and reassessing prompts nurtures a symbiotic relationship, empowering AI and human collaborators to grow in unison. As we navigate this path together, addressing and mitigating the ethical considerations that emerge in the context of AI-generated content is crucial. As we embark on this journey through the pages of this book, we realize that the key to unlocking boundless potential lies within each of us. Creativity is the spark that ignites this thrilling journey into the future, and our collective imagination will guide us into a world filled with limitless possibilities. So, dear reader, embark on this exhilarating journey through the pages of "Prompt Engineering: Unlocking Generative AI," a book that is not just a work of art but also an adventure, an exploration, and a celebration of the limitless possibilities that lie at the intersection of human imagination and machine intelligence. The story has only just begun, and together, we can shape a brighter, more inclusive world where everyone has the chance to contribute to the tapestry of human progress. This book is designed for everyone who wishes to unleash their creativity, regardless of technical background. All you need is a creative mindset to harness the limitless potential of Generative AI. The book offers an accessible and engaging journey, perfect for beginners and experts alike. Ignite your imagination, and uncover the transformative capabilities of Generative AI. Here is the captivating Table of Contents to pique your curiosity and inspire your creative exploration: Chapter 1. Introduction to Prompt Engineering Chapter 2. Foundations of Language Models Chapter 3. Art and Science of Prompt Engineering Chapter 4. Crafting Prompt Types Chapter 5. Advanced Prompt Engineering Chapter 6. Ethical Considerations in Prompt Engineering Chapter 7. Use Cases for Real-World Prompt Engineering Chapter 8. The Future of Prompt Engineering

Ignite Your Creativity

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.2/5 (239 download)

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Book Synopsis Ignite Your Creativity by : Frank Zanish

Download or read book Ignite Your Creativity written by Frank Zanish and published by . This book was released on 2023-07-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Ignite Your Creativity: Mastering Prompt Engineering for AI Art and ChatGPT" is an essential non-fiction guide that empowers readers to unlock the full potential of AI-assisted creativity. This book covers the foundations of prompt engineering, advanced techniques, and conversational prompt engineering. Readers will learn how to design prompts for AI art using tools like Midjourney and The Leonardo App. The book explores the power of language, imagery, and symbolism in crafting effective prompts. It offers practical tips for using AI art tools and ChatGPT, managing expectations, and experimenting with different prompts. Sample AI art with accompanying prompts provides inspiration and showcases creative possibilities. The concluding chapter encourages embracing the ongoing journey of AI art and ChatGPT. This comprehensive guide will empower artists, writers, and enthusiasts to achieve exceptional results and unleash their creative potential with AI technology.

Prompt Engineering for Generative AI

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Publisher :
ISBN 13 : 9781098153434
Total Pages : 0 pages
Book Rating : 4.1/5 (534 download)

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Book Synopsis Prompt Engineering for Generative AI by : James Phoenix

Download or read book Prompt Engineering for Generative AI written by James Phoenix and published by . This book was released on 2024-09-03 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large language models (LLMs) and diffusion models such as ChatGPT and Stable Diffusion have unprecedented potential. Because they have been trained on all the public text and images on the internet, they can make useful contributions to a wide variety of tasks. And with the barrier to entry greatly reduced today, practically any developer can harness LLMs and diffusion models to tackle problems previously unsuitable for automation. With this book, you'll gain a solid foundation in generative AI, including how to apply these models in practice. When first integrating LLMs and diffusion models into their workflows, most developers struggle to coax reliable enough results from them to use in automated systems. Authors James Phoenix and Mike Taylor show you how a set of principles called prompt engineering can enable you to work effectively with AI. Learn how to empower AI to work for you. This book explains: The structure of the interaction chain of your program's AI model and the fine-grained steps in between How AI model requests arise from transforming the application problem into a document completion problem in the model training domain The influence of LLM and diffusion model architecture--and how to best interact with it How these principles apply in practice in the domains of natural language processing, text and image generation, and code

Transforming Education With Generative AI: Prompt Engineering and Synthetic Content Creation

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 570 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Transforming Education With Generative AI: Prompt Engineering and Synthetic Content Creation by : Sharma, Ramesh C.

Download or read book Transforming Education With Generative AI: Prompt Engineering and Synthetic Content Creation written by Sharma, Ramesh C. and published by IGI Global. This book was released on 2024-02-07 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rise of generative Artificial Intelligence (AI) signifies a momentous stride in the evolution of Large Language Models (LLMs) within the expansive sphere of Natural Language Processing (NLP). This groundbreaking advancement ripples through numerous facets of our existence, with education, AI literacy, and curriculum enhancement emerging as focal points of transformation. Within the pages of Transforming Education With Generative AI: Prompt Engineering and Synthetic Content Creation, readers embark on a journey into the heart of this transformative phenomenon. Generative AI's influence extends deeply into education, touching the lives of educators, administrators, policymakers, and learners alike. Within the pages of this book, we explore the intricate art of prompt engineering, a skill that shapes the quality of AI-generated educational content. As generative AI becomes increasingly accessible, this comprehensive volume empowers its audience, by providing them with the knowledge needed to navigate and harness the potential of this powerful tool.

Prompt Engineering ; The Future Of Language Generation

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.2/5 (159 download)

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Book Synopsis Prompt Engineering ; The Future Of Language Generation by : Michael Ferguson

Download or read book Prompt Engineering ; The Future Of Language Generation written by Michael Ferguson and published by . This book was released on 2023-01-27 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Generative AI on AWS

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098159195
Total Pages : 312 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Generative AI on AWS by : Chris Fregly

Download or read book Generative AI on AWS written by Chris Fregly and published by "O'Reilly Media, Inc.". This book was released on 2023-11-13 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Companies today are moving rapidly to integrate generative AI into their products and services. But there's a great deal of hype (and misunderstanding) about the impact and promise of this technology. With this book, Chris Fregly, Antje Barth, and Shelbee Eigenbrode from AWS help CTOs, ML practitioners, application developers, business analysts, data engineers, and data scientists find practical ways to use this exciting new technology. You'll learn the generative AI project life cycle including use case definition, model selection, model fine-tuning, retrieval-augmented generation, reinforcement learning from human feedback, and model quantization, optimization, and deployment. And you'll explore different types of models including large language models (LLMs) and multimodal models such as Stable Diffusion for generating images and Flamingo/IDEFICS for answering questions about images. Apply generative AI to your business use cases Determine which generative AI models are best suited to your task Perform prompt engineering and in-context learning Fine-tune generative AI models on your datasets with low-rank adaptation (LoRA) Align generative AI models to human values with reinforcement learning from human feedback (RLHF) Augment your model with retrieval-augmented generation (RAG) Explore libraries such as LangChain and ReAct to develop agents and actions Build generative AI applications with Amazon Bedrock

Mastering AI Prompt Engineering

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Author :
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (784 download)

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Book Synopsis Mastering AI Prompt Engineering by : Bytebazzar Publications

Download or read book Mastering AI Prompt Engineering written by Bytebazzar Publications and published by Independently Published. This book was released on 2024-02-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Key Features: Comprehensive Exploration: Master the foundational concepts of AI prompt engineering for a holistic understanding. Practical Exercises: Engage in hands-on exercises and guided prompts to apply theoretical knowledge effectively. Future Trends: Explore cutting-edge advancements, emerging technologies, and ethical considerations shaping the future of AI prompt interactions. Bonus Content: Access over 100 free cheat prompts included in the book to kickstart your journey and get results within 24 hours. Sample Prompts: Craft a chilling short story set in a post-apocalyptic world where AI has become humanity's greatest threat, exploring themes of survival and betrayal. Develop a captivating marketing campaign pitch for a cutting-edge virtual reality gaming experience, targeting thrill-seeking millennials and Gen Z gamers. Write a heartfelt blog post chronicling the journey of a young entrepreneur as they navigate the highs and lows of building their startup empire from the ground up. ......And many more Book Description: Embark on a transformative journey through the dynamic landscape of AI prompt engineering with Mastering AI Prompt Engineering. This definitive guide unravels the complexities of language models, prompting strategies, and ethical dimensions. Immerse yourself in practical exercises, real-world examples, and future trends, equipping you to master the art and science of crafting effective prompts. What sets this book apart is the inclusion of over 100 free cheat prompts, ensuring that you can jumpstart your AI prompt engineering journey and see results in just 24 hours. Whether a novice or seasoned practitioner, this compendium is your companion in navigating the frontiers of AI prompt engineering. What You Will Learn: Foundational Concepts: Grasp the fundamentals of language models, their processing mechanisms, and the pivotal role of prompts. Effective Prompt Design: Craft clear objectives, natural language prompts, and tailor them to model capabilities for optimal results. Future Trends: Gain insights into advances in language models, emerging technologies, and ethical considerations shaping AI prompt engineering. Who This Book Is For: Tailored for a diverse audience, from novices seeking an introduction to AI prompt engineering to seasoned practitioners staying abreast of the latest advancements. Whether a student, developer or AI enthusiast, content is crafted to meet you at your level of expertise. Table of Contents: Introduction to AI Prompt Engineering Fundamental Concepts of Language Models and Prompting Choosing and Crafting Effective Prompts Understanding Prompt Engineering Techniques Optimizing Prompts for Specific Tasks Evaluating Prompt Performance ........ About the Author: Tech Innovator and AI Enthusiast, Alex, leads this journey into AI prompt engineering. With a background in computer science, practical project leadership, and a commitment to collaboration, Alex is not just a technical expert but a visionary making AI accessible. Endnote: In your hands lies a gateway to mastering AI prompt engineering. Equip yourself with the knowledge to shape the future, and unlock the power of limitless possibilities in the world of artificial intelligence. The bonus content of over 100 free cheat prompts ensures that your journey begins with immediate impact - results within 24 hours. The journey awaits - are you ready to unleash the potent