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Author : Harish Bhat
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.9/5 (883 download)
Download or read book Demystifying Prompt Engineering written by Harish Bhat and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : James Chen
Publisher : James Chen
ISBN 13 : 1738908461
Total Pages : 300 pages
Book Rating : 4.7/5 (389 download)
Download or read book Demystifying Large Language Models written by James Chen and published by James Chen. This book was released on 2024-04-25 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive guide aiming to demystify the world of transformers -- the architecture that powers Large Language Models (LLMs) like GPT and BERT. From PyTorch basics and mathematical foundations to implementing a Transformer from scratch, you'll gain a deep understanding of the inner workings of these models. That's just the beginning. Get ready to dive into the realm of pre-training your own Transformer from scratch, unlocking the power of transfer learning to fine-tune LLMs for your specific use cases, exploring advanced techniques like PEFT (Prompting for Efficient Fine-Tuning) and LoRA (Low-Rank Adaptation) for fine-tuning, as well as RLHF (Reinforcement Learning with Human Feedback) for detoxifying LLMs to make them aligned with human values and ethical norms. Step into the deployment of LLMs, delivering these state-of-the-art language models into the real-world, whether integrating them into cloud platforms or optimizing them for edge devices, this section ensures you're equipped with the know-how to bring your AI solutions to life. Whether you're a seasoned AI practitioner, a data scientist, or a curious developer eager to advance your knowledge on the powerful LLMs, this book is your ultimate guide to mastering these cutting-edge models. By translating convoluted concepts into understandable explanations and offering a practical hands-on approach, this treasure trove of knowledge is invaluable to both aspiring beginners and seasoned professionals. Table of Contents 1. INTRODUCTION 1.1 What is AI, ML, DL, Generative AI and Large Language Model 1.2 Lifecycle of Large Language Models 1.3 Whom This Book Is For 1.4 How This Book Is Organized 1.5 Source Code and Resources 2. PYTORCH BASICS AND MATH FUNDAMENTALS 2.1 Tensor and Vector 2.2 Tensor and Matrix 2.3 Dot Product 2.4 Softmax 2.5 Cross Entropy 2.6 GPU Support 2.7 Linear Transformation 2.8 Embedding 2.9 Neural Network 2.10 Bigram and N-gram Models 2.11 Greedy, Random Sampling and Beam 2.12 Rank of Matrices 2.13 Singular Value Decomposition (SVD) 2.14 Conclusion 3. TRANSFORMER 3.1 Dataset and Tokenization 3.2 Embedding 3.3 Positional Encoding 3.4 Layer Normalization 3.5 Feed Forward 3.6 Scaled Dot-Product Attention 3.7 Mask 3.8 Multi-Head Attention 3.9 Encoder Layer and Encoder 3.10 Decoder Layer and Decoder 3.11 Transformer 3.12 Training 3.13 Inference 3.14 Conclusion 4. PRE-TRAINING 4.1 Machine Translation 4.2 Dataset and Tokenization 4.3 Load Data in Batch 4.4 Pre-Training nn.Transformer Model 4.5 Inference 4.6 Popular Large Language Models 4.7 Computational Resources 4.8 Prompt Engineering and In-context Learning (ICL) 4.9 Prompt Engineering on FLAN-T5 4.10 Pipelines 4.11 Conclusion 5. FINE-TUNING 5.1 Fine-Tuning 5.2 Parameter Efficient Fine-tuning (PEFT) 5.3 Low-Rank Adaptation (LoRA) 5.4 Adapter 5.5 Prompt Tuning 5.6 Evaluation 5.7 Reinforcement Learning 5.8 Reinforcement Learning Human Feedback (RLHF) 5.9 Implementation of RLHF 5.10 Conclusion 6. DEPLOYMENT OF LLMS 6.1 Challenges and Considerations 6.2 Pre-Deployment Optimization 6.3 Security and Privacy 6.4 Deployment Architectures 6.5 Scalability and Load Balancing 6.6 Compliance and Ethics Review 6.7 Model Versioning and Updates 6.8 LLM-Powered Applications 6.9 Vector Database 6.10 LangChain 6.11 Chatbot, Example of LLM-Powered Application 6.12 WebUI, Example of LLM-Power Application 6.13 Future Trends and Challenges 6.14 Conclusion REFERENCES ABOUT THE AUTHOR
Author : Diana Ashcroft
Publisher : Athena Publishing
ISBN 13 :
Total Pages : 253 pages
Book Rating : 4./5 ( download)
Download or read book Mastering Your Prompt Engineering Super Power written by Diana Ashcroft and published by Athena Publishing. This book was released on 2023-09-26 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world driven by data and powered by artificial intelligence, there's a superpower that's changing the game: Prompt Engineering. Join Diana Ashcroft, a seasoned data scientist and educator, on a journey through the dynamic landscape of prompt engineering in her latest book, Mastering Your Prompt Engineering Super Power. Prompt engineering is the key to unlocking the full potential of AI. In Mastering Your Prompt Engineering Super Power, Diana Ashcroft delves into the heart of this transformative field and reveals its immense significance. You'll discover how prompt engineering is reshaping industries, powering innovation, and shaping the future of society. Whether you're a seasoned AI professional or just starting your journey, Mastering Your Prompt Engineering Super Power is your guide to mastering prompt engineering. Diana takes complex concepts and distills them into practical, down-to-earth knowledge that anyone can grasp. You'll explore the realms of Natural Language Processing (NLP), Computer Vision, and more, gaining the skills needed to harness prompt engineering's incredible potential. Prompt engineering isn't just a buzzword; it's a force that's driving change in every sector. Diana provides real-world examples of how prompt engineering is making waves in industries like healthcare, finance, e-commerce, and beyond. You'll see how AI-powered prompts are enhancing productivity, improving customer experiences, and even revolutionizing education. Mastering Your Prompt Engineering Super Power isn't just a book; it's your passport to becoming a prompt engineering master. Diana guides you through hands-on techniques, tools, and frameworks used by professionals in the field. You'll learn to wield the power of AI-driven prompts to tackle complex tasks, from data preprocessing to model optimization. As we stand on the precipice of a new era, Diana Ashcroft illuminates the path forward. Discover how prompt engineering is shaping the future, from enabling smarter virtual assistants to aiding legal professionals in document analysis. The possibilities are endless, and Mastering Your Prompt Engineering Super Power equips you to seize them.
Author : Aymen El Amri
Publisher : Packt Publishing Ltd
ISBN 13 : 1836201729
Total Pages : 251 pages
Book Rating : 4.8/5 (362 download)
Download or read book LLM Prompt Engineering for Developers written by Aymen El Amri and published by Packt Publishing Ltd. This book was released on 2024-05-23 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore the dynamic field of LLM prompt engineering with this book. Starting with fundamental NLP principles & progressing to sophisticated prompt engineering methods, this book serves as the perfect comprehensive guide. Key Features In-depth coverage of prompt engineering from basics to advanced techniques. Insights into cutting-edge methods like AutoCoT and transfer learning. Comprehensive resource sections including prompt databases and tools. Book Description"LLM Prompt Engineering For Developers" begins by laying the groundwork with essential principles of natural language processing (NLP), setting the stage for more complex topics. It methodically guides readers through the initial steps of understanding how large language models work, providing a solid foundation that prepares them for the more intricate aspects of prompt engineering. As you proceed, the book transitions into advanced strategies and techniques that reveal how to effectively interact with and utilize these powerful models. From crafting precise prompts that enhance model responses to exploring innovative methods like few-shot and zero-shot learning, this resource is designed to unlock the full potential of language model technology. This book not only teaches the technical skills needed to excel in the field but also addresses the broader implications of AI technology. It encourages thoughtful consideration of ethical issues and the impact of AI on society. By the end of this book, readers will master the technical aspects of prompt engineering & appreciate the importance of responsible AI development, making them well-rounded professionals ready to focus on the advancement of this cutting-edge technology.What you will learn Understand the principles of NLP and their application in LLMs. Set up and configure environments for developing with LLMs. Implement few-shot and zero-shot learning techniques. Enhance LLM outputs through AutoCoT and self-consistency methods. Apply transfer learning to adapt LLMs to new domains. Develop practical skills in testing & scoring prompt effectiveness. Who this book is for The target audience for "LLM Prompt Engineering For Developers" includes software developers, AI enthusiasts, technical team leads, advanced computer science students, and AI researchers with a basic understanding of artificial intelligence. Ideal for those looking to deepen their expertise in large language models and prompt engineering, this book serves as a practical guide for integrating advanced AI-driven projects and research into various workflows, assuming some foundational programming knowledge and familiarity with AI concepts.
Author : Dr Samuel Inbaraja S
Publisher : Samuel Inbaraja S
ISBN 13 :
Total Pages : 154 pages
Book Rating : 4./5 ( download)
Download or read book A Short and Practical Textbook of Prompt Engineering written by Dr Samuel Inbaraja S and published by Samuel Inbaraja S. This book was released on 2023-12-06 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Consider a scenario where you wish to engage in a conversation with a computer system that can not only understand your natural language but also respond in a meaningful and informative way. This is precisely the goal of prompt engineering, a technique that enables users to harness the power of large language models (LLMs) to perform a wide range of tasks, from generating creative text formats to answering questions, translating languages, and engaging in meaningful conversations. This practical textbook has examples in every chapter and practical exercises at various place to facilitate learning. There are 15 chapters with references and comprehensible content. Learn prompt engineering and improve your chances of landing a job in the new normal of the AI economy in the evolving AI civilization.
Author : Anand Vemula
Publisher : Anand Vemula
ISBN 13 :
Total Pages : 41 pages
Book Rating : 4./5 ( download)
Download or read book Demystifying Large Language Models: A Comprehensive Guide written by Anand Vemula and published by Anand Vemula. This book was released on with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: Demystifying Large Language Models: A Comprehensive Guide" serves as an essential roadmap for navigating the complex terrain of cutting-edge language technologies. In this book, readers are taken on a journey into the heart of Large Language Models (LLMs), exploring their significance, mechanics, and real-world applications. The narrative begins by contextualizing LLMs within the broader landscape of artificial intelligence and natural language processing, offering a clear understanding of their evolution and the pivotal role they play in modern computational linguistics. Delving into the workings of LLMs, the book breaks down intricate concepts into digestible insights, ensuring accessibility for both technical and non-technical audiences. Readers are introduced to the underlying architectures and training methodologies that power LLMs, including Transformer models like GPT (Generative Pre-trained Transformer) series. Through illustrative examples and practical explanations, complex technical details are demystified, empowering readers to grasp the essence of how these models generate human-like text and responses. Beyond theoretical underpinnings, the book explores diverse applications of LLMs across industries and disciplines. From natural language understanding and generation to sentiment analysis and machine translation, readers gain valuable insights into how LLMs are revolutionizing tasks once deemed exclusive to human intelligence. Moreover, the book addresses critical considerations surrounding ethics, bias, and responsible deployment of LLMs in real-world scenarios. It prompts readers to reflect on the societal implications of these technologies and encourages a thoughtful approach towards their development and utilization. With its comprehensive coverage and accessible language, "Demystifying Large Language Models" equips readers with the knowledge and understanding needed to engage with LLMs confidently. Whether you're a researcher, industry professional, or curious enthusiast, this book offers invaluable insights into the present and future of language technology.
Author : Steven Brough
Publisher : GRASPED Digital
ISBN 13 :
Total Pages : 71 pages
Book Rating : 4./5 ( download)
Download or read book GRASPED Prompt Engineering written by Steven Brough and published by GRASPED Digital. This book was released on 2024-02-18 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt: "GRASPED Prompt Engineering Mystified but Simplified" is an authoritative guide designed to demystify the complexities of prompt engineering for AI applications, specifically ChatGPT. It provides readers with a step-by-step approach to mastering the art of crafting precise, effective prompts that enhance the utility and efficiency of AI interactions. Covering a wide range of techniques from basic to advanced, including zero-shot, one-shot, and multi-shot learning, the guide empowers users to optimize their engagement with AI for various tasks. It emphasizes personalization, context maintenance, output structuring, and information summarization, aiming to make AI tools more accessible and effective for a broad audience. What sets "GRASPED Prompt Engineering Mystified but Simplified" appart lies in its holistic approach to simplifying prompt engineering for both novice users and experienced practitioners. Unlike other resources that might focus narrowly on specific aspects of AI interaction, this guide combines clear, comprehensive instructions with practical examples and advanced strategies to foster a deeper understanding of prompt engineering. It stands out by offering personalized guidance to navigate the AI landscape confidently, making it an indispensable tool for anyone looking to leverage AI technology to its fullest potential. In the rapidly evolving world of artificial intelligence, the ability to communicate effectively with AI through prompt engineering has become a critical skill. "GRASPED Prompt Engineering Mystified but Simplified" serves as a beacon for those navigating the intricate dynamics of AI interactions. This guide strips away the complexity surrounding prompt engineering, providing readers with the tools and knowledge to harness the power of AI. By bridging the gap between technical jargon and practical application, it opens up new possibilities for innovation, efficiency, and personalized AI experiences.
Author : Rayan Wali
Publisher : Rayan Wali
ISBN 13 :
Total Pages : 301 pages
Book Rating : 4.3/5 (855 download)
Download or read book Breaking the Language Barrier: Demystifying Language Models with OpenAI written by Rayan Wali and published by Rayan Wali. This book was released on 2023-03-08 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: Breaking the Language Barrier: Demystifying Language Models with OpenAI is an informative guide that covers practical NLP use cases, from machine translation to vector search, in a clear and accessible manner. In addition to providing insights into the latest technology that powers ChatGPT and other OpenAI language models, including GPT-3 and DALL-E, this book also showcases how to use OpenAI on the cloud, specifically on Microsoft Azure, to create scalable and efficient solutions.
Author : Jon Adams
Publisher : Green Mountain Computing
ISBN 13 :
Total Pages : 167 pages
Book Rating : 4./5 ( download)
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.
Author : Gilbert Mizrahi
Publisher : Packt Publishing Ltd
ISBN 13 : 1835088260
Total Pages : 316 pages
Book Rating : 4.8/5 (35 download)
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.
Author : Dwayne Anderson
Publisher : Estalontech
ISBN 13 :
Total Pages : 89 pages
Book Rating : 4.2/5 (224 download)
Download or read book Profiting Through Effective Prompt Engineering written by Dwayne Anderson and published by Estalontech. This book was released on 2023-09-13 with total page 89 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the ever-changing realm of AI, communication is the key to unparalleled success. Mastering ChatGPT Prompt Engineering will transform AI interactions and increase your earning potential. But here's the catch – it's not just about using the instrument; it's about wielding it with precision, strategy, and finesse. Maximize Your Success with Professional Advice! Develop your engineering expertise and unlock ChatGPT's maximum potential to ensure your success. This comprehensive guide reveals a tried-and-true road map packed with strategies. The introduction to " CHATGPT Prompt Engineering Mastery Playbook ( Series 4 ) : Profiting Through Effective Prompt Engineering This comprehensive guide will help you improve your AI interactions and revenue streams. Become a genuine expert in this field and learn the tools necessary to replicate success. What to Expect Inside: Discover the true nature of ChatGPT prompt engineering and its vital role in molding the future. Examine the monumental advantages of mastering ChatGPT prompt technology Discover how to transform your ChatGPT expertise into a lucrative endeavor with countless opportunities and enhanced such with the inclusion of a bonus chapter which elaborate on new upgrade of chatgpt Plus and it provide insight into the 19 ways to make money with ChatGPT Unlock the Secrets, Improve Your Skills, and Increase Your Income! This is the definitive guide to profitably leveraging ChatGPT prompt engineering! Who Should Read This Manual? If you identify with any of the following, this guide is a game-changer for you: Your objective is to comprehend the substance of ChatGPT prompt engineering. You wish to comprehend the advantages of mastering ChatGPT prompt crafting. You desire to effectively monetize your ChatGPT prompt-creating abilities. You wish to remain at the forefront of AI and maintain a steady revenue stream. Considering the wealth of information and prospective profits, this guide may seem expensive. Today, however, you can gain access to all this valuable information and transform your future!
Author : Dwayne Anderson
Publisher : Estalontech
ISBN 13 :
Total Pages : 48 pages
Book Rating : 4.2/5 (224 download)
Download or read book Bard Ai Prompt Engineering Mastery Playbook written by Dwayne Anderson and published by Estalontech. This book was released on 2023-11-19 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock Your Bard AI Mastery with the "Bard AI Prompts Engineering Mastery Playbook"! Are you ready to seize the full potential of Bard AI and elevate your prompt engineering skills to new heights? Look no further! Dive into this indispensable guide that not only reveals the secrets to mastering prompts but empowers you to capitalize on the unparalleled capabilities of Bard AI in every interaction. Understanding Prompts: Master the ins and outs, categories, and anatomy of prompts, laying a rock-solid foundation for your Bard AI journey. Best Practices: Discover writing principles that go beyond the basics, emphasizing clarity, specificity, and the strategic use of keywords for impactful communication. Optimizing Your Prompts: Immerse yourself in the art of crafting prompts with unmatched clarity, precision, and the exhilaration of experimentation, ensuring your messages resonate. Task-Specific Prompting: Tailor your prompts precisely to achieve your desired outcomes by seamlessly incorporating context and keywords that truly matter. Effective Prompt Examples: Gain invaluable insights with real-world examples tailored for various tasks, whether it's crafting poetic prose or developing compelling marketing slogans. Embark on your Bard AI journey with a head start! Receive the 100 Bard AI Compatible Prompts Starter #Giveaway , exclusively included in this handbook. This playbook is your go-to reference, providing a quick yet comprehensive guide to prompt engineering. Perfect for beginners and seasoned users alike, it empowers you to extract maximum value from Bard AI. Navigate the intricacies of prompt design effortlessly from Bard To Gemini Ai !
Author : Etienne Noumen
Publisher : Etienne Noumen
ISBN 13 :
Total Pages : 147 pages
Book Rating : 4./5 ( download)
Download or read book AI Unraveled - Master GPT-x, Gemini, Generative AI, LLMs, Prompt Engineering: A simplified Guide For Everyday Users written by Etienne Noumen and published by Etienne Noumen. This book was released on with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dive into the revolutionary world of Artificial Intelligence with 'AI Unraveled: Demystifying Frequently Asked Questions on Artificial Intelligence'. This comprehensive guide is your portal to understanding AI's most intricate concepts and cutting-edge developments. Whether you're a curious beginner or an AI enthusiast, this book is tailored to unveil the complexities of AI in a simple, accessible manner. What's Inside: Fundamental AI Concepts: Journey through the basics of AI, machine learning, deep learning, and neural networks. AI in Action: Explore how AI is reshaping industries and society, diving into its applications in computer vision, natural language processing, and beyond. Ethical AI: Tackle critical issues like AI ethics and bias, understanding the moral implications of AI advancements. Industry Insights: Gain insights into how AI is revolutionizing industries and impacting our daily lives. The Future of AI: Forecast the exciting possibilities and challenges that lie ahead in the AI landscape. Special Focus on Generative AI & LLMs: Latest AI Trends: Stay updated with the latest in AI, including ChatGPT, Google Bard, GPT-4, Gemini, and more. Interactive Quizzes: Test your knowledge with engaging quizzes on Generative AI and Large Language Models (LLMs). Practical Guides: Master GPT-4 with a simplified guide, delve into advanced prompt engineering, and explore the nuances of temperature settings in AI. Real-World Applications: Learn how to leverage AI in various sectors, from healthcare to cybersecurity, and even explore its potential in areas like aging research and brain implants. For the AI Enthusiast: Prompt Engineering: Uncover secrets to crafting effective prompts for ChatGPT/Google Bard. AI Career Insights: Explore lucrative career paths in AI, including roles like AI Prompt Engineers. AI Investment Guide: Navigate the world of AI stocks and investment opportunities. Your Guide to Navigating AI: Do-It-Yourself Tutorials: From building custom ChatGPT applications to running LLMs locally, this book offers step-by-step guides. AI for Everyday Use: Learn how AI can assist in weight loss, social media, and more. 'AI Unraveled' is more than just a book; it's a resource for anyone looking to grasp the complexities of AI and its impact on our world. Get ready to embark on an enlightening journey into the realm of Artificial Intelligence!" More Topics Covered: Artificial Intelligence, Machine Learning, Deep Learning, NLP, AI Ethics, Robotics, Cognitive Computing, ChatGPT, OpenAI, Google Bard, Generative AI, LLMs, AI in Healthcare, AI Investments, and much more. GPT-4 vs Gemini: Pros and Cons Mastering GPT-4: Simplified Guide For everyday Users Advance Prompt Engineering Techniques: [Single Prompt Technique, Zero-Shot and Few-Shot, Zero-Shot and Few-Shot, Generated Knowledge Prompting, EmotionPrompt, Chain of Density (CoD), Chain of Thought (CoT), Validation of LLMs Responses, Chain of Verification (CoVe), Agents - The Frontier of Prompt Engineering, Prompt Chaining vs Agents, Tree of Thought (ToT), ReAct (Reasoning + Act), ReWOO (Reasoning WithOut Observation), Reflexion and Self-Reflection, Guardrails, RAIL (Reliable AI Markup Language), Guardrails AI, NeMo Guardrails] Understanding Temperature in GPT-4: A Guide to AI Probability and Creativity Retrieval-Augmented Generation (RAG) model in the context of Large Language Models (LLMs) like GPT-4 Prompt Ideas for ChatGPT/Google Bard How to Run ChatGPT-like LLMs Locally on Your Computer in 3 Easy Steps ChatGPT Custom Instructions Settings for Power Users Examples of bad and good ChatGPT prompts Top 5 Beginner Mistakes in Prompt Engineering Use ChatGPT like a PRO Prompt template for learning any skill Prompt Engineering for ChatGPT The Future of LLMs in Search What is Explainable AI? Which industries are meant for XAI? ChatGPT Best Tips, Cheat Sheet LLMs Utilize Vector DB for Data Storage The Limitation Technique in Prompt Responses Use ChatGPT to learn new subjects Prompts to proofread anything Topics: Artificial Intelligence Education Machine Learning Deep Learning Reinforcement Learning Neural networks Data science AI ethics Deepmind Robotics Natural language processing Intelligent agents Cognitive computing AI Apps AI impact AI Tech ChatGPT Open AI Safe AI Generative AI Discriminative AI Sam Altman Google Bard NVDIA Large Language Models (LLMs) PALM GPT Explainable AI GPUs AI Stocks AI Podcast Q* AI Certification AI Quiz RAG How to access the AI Unraveled print and audiobook: Amazon print book: https://amzn.to/3xvCfWR Audible at Amazon : https://www.audible.com/pd/B0BXMJ7FK5/?source_code=AUDFPWS0223189MWT-BK-ACX0-343437&ref=acx_bty_BK_ACX0_343437_rh_us (Use Promo code: 37YT3B5UYUYZW) Audiobook at Google: https://play.google.com/store/audiobooks/details?id=AQAAAEAihFTEZM Amazon eBook: https://amzn.to/3KbshkO Google eBook: https://play.google.com/store/books/details?id=oySuEAAAQBAJ Apple eBook: http://books.apple.com/us/book/id6445730691
Author : Sanket Subhash Khandare
Publisher : BPB Publications
ISBN 13 : 9355519656
Total Pages : 465 pages
Book Rating : 4.3/5 (555 download)
Download or read book Mastering Large Language Models written by Sanket Subhash Khandare and published by BPB Publications. This book was released on 2024-03-12 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do not just talk AI, build it: Your guide to LLM application development KEY FEATURES ● Explore NLP basics and LLM fundamentals, including essentials, challenges, and model types. ● Learn data handling and pre-processing techniques for efficient data management. ● Understand neural networks overview, including NN basics, RNNs, CNNs, and transformers. ● Strategies and examples for harnessing LLMs. DESCRIPTION Transform your business landscape with the formidable prowess of large language models (LLMs). The book provides you with practical insights, guiding you through conceiving, designing, and implementing impactful LLM-driven applications. This book explores NLP fundamentals like applications, evolution, components and language models. It teaches data pre-processing, neural networks , and specific architectures like RNNs, CNNs, and transformers. It tackles training challenges, advanced techniques such as GANs, meta-learning, and introduces top LLM models like GPT-3 and BERT. It also covers prompt engineering. Finally, it showcases LLM applications and emphasizes responsible development and deployment. With this book as your compass, you will navigate the ever-evolving landscape of LLM technology, staying ahead of the curve with the latest advancements and industry best practices. WHAT YOU WILL LEARN ● Grasp fundamentals of natural language processing (NLP) applications. ● Explore advanced architectures like transformers and their applications. ● Master techniques for training large language models effectively. ● Implement advanced strategies, such as meta-learning and self-supervised learning. ● Learn practical steps to build custom language model applications. WHO THIS BOOK IS FOR This book is tailored for those aiming to master large language models, including seasoned researchers, data scientists, developers, and practitioners in natural language processing (NLP). TABLE OF CONTENTS 1. Fundamentals of Natural Language Processing 2. Introduction to Language Models 3. Data Collection and Pre-processing for Language Modeling 4. Neural Networks in Language Modeling 5. Neural Network Architectures for Language Modeling 6. Transformer-based Models for Language Modeling 7. Training Large Language Models 8. Advanced Techniques for Language Modeling 9. Top Large Language Models 10. Building First LLM App 11. Applications of LLMs 12. Ethical Considerations 13. Prompt Engineering 14. Future of LLMs and Its Impact
Author : Gábor Békés
Publisher : Cambridge University Press
ISBN 13 : 1108483011
Total Pages : 741 pages
Book Rating : 4.1/5 (84 download)
Download or read book Data Analysis for Business, Economics, and Policy written by Gábor Békés and published by Cambridge University Press. This book was released on 2021-05-06 with total page 741 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive textbook on data analysis for business, applied economics and public policy that uses case studies with real-world data.
Author : Harvey Castro, MD
Publisher :
ISBN 13 :
Total Pages : 242 pages
Book Rating : 4.6/5 (668 download)
Download or read book Success Reinvention written by Harvey Castro, MD and published by . This book was released on 2020-07-22 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: ABOUT THE BOOK: Success Reinvention will take you behind the scenes of one of the foremost thought leaders of our time. As an innovative entrepreneur, brilliant medical physician and visionary leader, Dr. Castro's recipe for success will allow you to break through even the most difficult obstacles and set backs in life. When you read this book and take action, you will find that your dreams manifest into reality, and your success is always in your control to invent and reinvent at every stage of your life.
Author : Patrick Forsyth
Publisher : IET
ISBN 13 : 0863418066
Total Pages : 218 pages
Book Rating : 4.8/5 (634 download)
Download or read book Demystifying Marketing written by Patrick Forsyth and published by IET. This book was released on 2007-10-30 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing is a big topic. It is complex, vital - and yet too often misunderstood.
