Prompt Engineering 2025 Crafting Effective Prompts For Optimal Ai Performance
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Prompt Engineering 2025 Crafting Effective Prompts For Optimal Ai Performance
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Author :
language : en
Publisher: Jens Belner
Release Date :
Prompt Engineering 2025 Crafting Effective Prompts For Optimal Ai Performance written by and has been published by Jens Belner this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Unlock the Power of AI with Effective Prompt Engineering Are you ready to elevate your usage of AI language models? Dive into the transformative world of prompt engineering with our comprehensive guide, specifically designed for anyone looking to harness the full potential of AI technology. Why This Book is Essential for You Master the Fundamentals: Understand what prompt engineering is and why it’s crucial for optimizing AI performance. Learn Advanced Techniques: Explore sophisticated strategies such as Few-Shot Learning, Chain-of-Thought Prompting, and Role-Based Prompts that will set you apart from your peers. User-Centric Approach: Discover how to tailor prompts to meet your audience’s needs and collect valuable feedback for continuous improvement. Real-World Application: Engage with insightful case studies showcasing how effective prompts can enhance patient interactions in healthcare and boost customer engagement in e-commerce. Ethical Insight: Equip yourself with knowledge on the ethical considerations surrounding prompt engineering, ensuring your practices are both fair and transparent. Key Features of This Book In-Depth Understanding: Gain insights into how AI models interpret prompts and debunk common misconceptions about AI responses. Practical Strategies: Learn techniques for clarity, precision, and context, which are vital for crafting high-quality prompts. Evaluation Metrics: Identify and implement metrics for assessing the effectiveness of your prompts and establish a routine for ongoing refinement. Future-Proofing Your Skills: Stay ahead of the curve with emerging techniques and technologies in AI and prepare for the evolving landscape of prompt engineering. What You Will Gain A robust foundation in prompt engineering principles. The ability to design prompts that elicit optimal responses from AI systems. Effective tools and resources for developing and automating prompts in various workflows. Strategies for building collaborative relationships with AI while maintaining human oversight. Conclusion: Transformative Knowledge for the Future In a rapidly advancing tech landscape, mastering prompt engineering not only enhances AI performance but prepares you for the future of human-AI interactions. Don’t miss out on this opportunity to revolutionize your approach. Invest in your knowledge today and redefine your relationship with AI!
Google Ai Studio Tutorial For Beginners
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Author : StoryBuddiesPlay
language : en
Publisher: StoryBuddiesPlay
Release Date : 2025-04-22
Google Ai Studio Tutorial For Beginners written by StoryBuddiesPlay and has been published by StoryBuddiesPlay this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-22 with Computers categories.
Unlock the full potential of Google AI Studio with this beginner-friendly tutorial designed to guide you through every step of building AI-powered applications. From setting up your account and crafting effective prompts to fine-tuning models with your own data and integrating with Google Cloud, this eBook offers clear, practical instructions and expert tips. Whether you’re creating chatbots, writing assistants, or custom AI tools, you’ll learn how to harness Google’s advanced Gemini models to bring your ideas to life. Start your AI journey today and build intelligent projects with confidence! Google AI Studio tutorial, beginner AI guide, Gemini AI models, prompt engineering, fine-tuning AI models, Google Cloud AI integration, AI project deployment, real-time AI interaction, AI chatbot development, AI-powered applications
Ultimate Azure Ai Services For Gen Ai Solutions
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Author : Shanthababu Pandian
language : en
Publisher: Orange Education Pvt Ltd
Release Date : 2025-05-08
Ultimate Azure Ai Services For Gen Ai Solutions written by Shanthababu Pandian 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 2025-05-08 with Computers categories.
TAGLINE Master Generative AI with Azure OpenAI, AI Services, and advanced tools for real-world applications! KEY FEATURES ● Step-by-step and structured content designed for beginners, intermediates, and experts alike. ● Master all facets of Generative AI development, including LLMs, LangChain, Prompt Engineering, and Vector Databases. ● Gain insights into implementation strategies through practical, real-world examples. DESCRIPTION Azure OpenAI provides unparalleled access to cutting-edge AI models, empowering enterprises to innovate, automate, and drive transformative business outcomes at scale. Ultimate Azure AI Services for Gen AI Solutions is your gateway to mastering Azure OpenAI and Azure AI services. Whether you’re just starting out or looking to refine your skills, this book covers everything from foundational concepts to advanced techniques. Dive into topics like Large Language Models (LLMs), LangChain, vector databases, embeddings, and Python programming, with a focus on key Azure components such as Storage, Search Services, Azure OpenAI Studio, and Prompt Flow. Through step-by-step hands-on examples, you’ll gain practical insights into the power of prompt engineering, advanced features of Azure’s AI capabilities, and how to implement solutions in language, speech, and vision. You’ll also explore ethical AI practices, ensuring responsible and impactful AI development. This book equips you with the skills to navigate the full Generative AI lifecycle—from development to deployment—ensuring your enterprise stays ahead in this fast-paced field. Don’t miss your chance to transform your business with Azure’s revolutionary AI tools—start building the future today! WHAT WILL YOU LEARN ● Understand core concepts, including Large Language Models (LLMs), LangChain, and embedding techniques. ● Utilize vector databases, embedding methods, and strategies for effective prompt design for Generative AI solutions. ● Gain hands-on experience with Azure Storage, Azure Search Service, Azure OpenAI Service, and Azure OpenAI Studio. ● Leverage Azure’s advanced AI capabilities, including Language, Speech, and Vision Studio, while adhering to responsible AI practices. ● Master the AI product lifecycle, from development to deployment, using Python for AI-driven applications. WHO IS THIS BOOK FOR? This book is tailored for Generative AI enthusiasts, professionals, and developers looking to upskill in Generative AI and integrate it into real-world applications. A basic understanding of Python and Azure is helpful but not required, as the book provides a structured approach to mastering AI implementation with Python and Azure services. TABLE OF CONTENTS 1. Introduction to Generative AI 2. Exploring LLMs and Its Capabilities 3. Vector Database and Embedding Techniques 4. Prompt Engineering and Its Significance 5. Azure Storage for Azure OpenAI Implementations 6. Azure AI Search Services for Azure OpenAI Implementations 7. Getting Started with Generative AI Using Azure OpenAI Services 8. Advanced Azure AI Studio–I 9. Advanced Azure AI Studio–II 10. Generative AI Use Cases for Industries–I 11. Gen AI Implementation Use Case with Azure OpenAI–II Index
Ai Systems And Frameworks
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Author : Ronald Joseph Legarski, Jr.
language : en
Publisher: SolveForce
Release Date : 2025-04-26
Ai Systems And Frameworks written by Ronald Joseph Legarski, Jr. and has been published by SolveForce this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-26 with Computers categories.
AI Systems and Frameworks: Designing, Deploying, and Evaluating Intelligent Architectures is a definitive guide for leaders, developers, architects, and policymakers building the future of intelligent systems. Co-authored by Ronald Legarski, an innovator at the intersection of technology and ethics, and Grok, the AI assistant developed by xAI, this book delivers a comprehensive and practical roadmap for navigating the complexities of modern AI deployment. Drawing from global success stories—from retail to healthcare to agriculture—the book explores: Best practices in designing scalable and ethical AI architectures Deploying systems across cloud, edge, and federated environments Evaluating performance, bias, resilience, and sustainability Leading frameworks like TensorFlow, Hugging Face, LangChain, and emerging decentralized AI models Governance principles aligned with regulations like the EU AI Act and global ethical standards In an era where AI investments are exceeding $200 billion annually, AI Systems and Frameworks bridges theory and action, offering the knowledge needed to build AI systems that are not just powerful, but equitable, sustainable, and future-ready. Whether you are an enterprise leader, system architect, startup founder, educator, or policymaker, this book equips you to lead confidently in the intelligent systems revolution.
Human Computer Creativity
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Author : Vladimir Geroimenko
language : en
Publisher: Springer Nature
Release Date : 2025-06-16
Human Computer Creativity written by Vladimir Geroimenko and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-16 with Computers categories.
This pioneering volume showcases how generative AI has evolved from a mere tool to a creative partner, transforming the boundaries of innovation and collaboration across various disciplines. With contributions from 53 global experts spanning 21 countries, this comprehensive resource explores the transformative impact of AI on education, art, and healthcare. It reveals how AI enhances learning experiences, fosters new artistic expressions, and revolutionises patient care and medical research. Organised into five thematic parts, the book offers a balanced mix of conceptual frameworks, case studies, and practical insights, providing readers with a thorough understanding of how human ingenuity and artificial intelligence intersect to solve problems, inspire creativity, and redefine industries. Whether you are an academic, practitioner, or inquisitive reader, this volume invites you to engage with the cutting-edge possibilities of generative AI and embrace the future of human-computer collaboration.
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.
Textual Intelligence
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Author : Meenakshi Malik
language : en
Publisher: John Wiley & Sons
Release Date : 2025-07-23
Textual Intelligence written by Meenakshi Malik and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-23 with Computers categories.
The book is a must-have resource for anyone looking to understand the complexities of generative AI, offering comprehensive insights into LLMs, effective training strategies, and practical applications. Textual Intelligence: Large Language Models and Their Real-World Applications provides an overview of generative AI and its multifaceted applications, as well as the significance and potential of Large Language Models (LLMs), including GPT and LLaMA. It addresses the generative AI project lifecycle, challenges in existing data architectures, proposed use case planning and scope definition, model deployment, and application integration. Training LLMs, data requirements for effective LLM training, pre-training and fine-tuning processes, and navigating computational resources and infrastructure are also discussed. The volume delves into in-context learning and prompt engineering, offering strategies for crafting effective prompts, techniques for controlling model behavior and output quality, and best practices for prompt engineering. Textual Intelligence: Large Language Models and Their Real-World Applications also discusses cost optimization strategies for LLM training, aligning models to human values, optimizing model architectures, the power of transfer learning and fine-tuning, instruction fine-tuning for precision, and parameter-efficient fine-tuning (PEFT) with adapters such as LoRA, QLoRA, and soft prompts, making it an essential guide for both beginners and industry veterans. Readers will find this book: Explores the real-world potential of large language models; Introduces industry-changing AI solutions; Provides advanced insights on AI and its models. Audience Industry professionals, academics, graduate students, and researchers seeking real-world solutions using generative AI.
Ultimate Snowflake Cortex Ai For Generative Ai Applications
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Author : Krishnan Srinivasan
language : en
Publisher: Orange Education Pvt Ltd
Release Date : 2025-06-21
Ultimate Snowflake Cortex Ai For Generative Ai Applications written by Krishnan Srinivasan 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 2025-06-21 with Computers categories.
TAGLINE Power your AI Journey and Build the Future with Snowflake Cortex. KEY FEATURES ● Build enterprise-ready GenAI apps using Snowflake Cortex tools and APIs. ● Implement RAG, AI Agents, and Document AI with real-world precision. ● Explore practical Cortex use cases across industries and domains. DESCRIPTION Snowflake Cortex is redefining how modern enterprises build, scale, and deploy Generative AI—natively within the data cloud. Ultimate Snowflake Cortex AI for Generative AI Applications is a hands-on, end-to-end guide designed for data professionals, engineers, and technical leaders eager to unlock the full power of Snowflake’s native AI engine. The book begins by grounding you in the fundamentals of AI/ML within the Snowflake ecosystem before diving deep into the architecture, capabilities, and use cases of Snowflake Cortex. As you progress, you’ll explore Cortex’s built-in machine learning functions, dive into prompt engineering, Retrieval-Augmented Generation (RAG), and learn how to leverage LLM functions effectively. You'll gain hands-on experience in fine-tuning models, translating natural language queries into actionable insights, and automating document processing using Cortex’s Document AI. Practical chapters on security, governance, and cost discipline ensure you're prepared for enterprise-scale AI deployment. With real-world case studies and cross-industry applications, this book equips you with both the strategic understanding and technical skills to implement Generative AI at scale. Cortex is the future of enterprise AI—don’t just adapt to it, lead it. WHAT WILL YOU LEARN ● Build and deploy Generative AI apps using Snowflake Cortex. ● Understand and apply Cortex's built-in LLM functions effectively. ● Fine-tune LLMs for domain-specific, enterprise-grade applications. ● Use RAG and prompt engineering for accurate AI responses. ● Extract insights from structured and unstructured enterprise data. ● Automate document workflows using Cortex’s Document AI features. ● Solve cross-industry problems with real-world Cortex implementations. WHO IS THIS BOOK FOR? The book is tailored for data scientists, engineers, analysts, and technical leaders looking to harness the power of Generative AI using Snowflake Cortex. A basic understanding of AI/ML concepts, along with familiarity in SQL, Python, and Snowflake, will help readers fully benefit from the practical examples. TABLE OF CONTENTS 1. Introduction to AI/ML in the Snowflake Ecosystem 2. Understanding Snowflake Cortex 3. Overview of Machine Learning Functions 4. Introduction to LLMs, Prompt Engineering, and RAG 5. LLM Functions in Cortex AI 6. Fine-Tuning Large Language Models in Cortex 7. Natural Language Queries to Actionable Insights 8. Unlocking Document Intelligence with Document AI 9. Implementing Cortex with Security, Governance, and Cost Discipline 10. Industry Use Cases and Case Studies 11. Conclusion and Next Steps Index
Industry Innovation In The Era Of Artificial Intelligence
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Author : Xiaomei Wang
language : en
Publisher: CRC Press
Release Date : 2025-04-14
Industry Innovation In The Era Of Artificial Intelligence written by Xiaomei Wang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-14 with Computers categories.
This book explores the multifaceted nature of AI implementation in modern business strategy, focusing on its present and future impact on various sectors. The book will spark fresh thinking and provide a driving force for global industrial innovation. Author Xiaomei Wang, Founder and CEO of PathoAI, former Global Leader of Big Data and Analytics at IBM, as well as General Manager of IBM Growth Markets Unit Big Data Centers, draws on over 20 years of experience in data analytics and AI to offer unique insights and a rich collection of compelling industry case studies. Designed for business leaders, tech enthusiasts, and policymakers alike, this book is not just a manual for understanding AI, but a road map for harnessing its potential. By offering a blend of theoretical insight and practical guidance, this book empowers readers to embrace AI as a catalyst for innovation and sustainable growth in their respective fields.
The Essential Guide To Prompt Engineering
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Author : Vladimir Geroimenko
language : en
Publisher: Springer Nature
Release Date : 2025-03-17
The Essential Guide To Prompt Engineering written by Vladimir Geroimenko and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-17 with Computers categories.
This book provides a concise yet comprehensive guide to mastering the entire spectrum of prompt engineering, from fundamental concepts to pro-level techniques and essential security considerations. Filled with practical examples and detailed explanations, it delivers actionable knowledge that can be directly applied to AI projects. The guide includes dedicated chapters on key challenges and security issues, equipping readers to overcome significant obstacles they may encounter. It outlines a clear pathway to the art and science of prompt engineering, offering the tools and insights for a successful journey into the rapidly evolving world of generative AI. With its holistic approach and coherent structure, this book is an indispensable resource for AI developers, professionals in related fields, enthusiasts, graduate and undergraduate students, and anyone keen to enhance the efficiency of their interactions with AI models.