Download or read book AI Transformers Unleashed written by Robert Johnson and published by HiTeX Press. This book was released on 2024-10-27 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: "AI Transformers Unleashed: From BERT to Large Language Models and Generative AI" is an insightful exploration into one of the most transformative advancements in artificial intelligence. This book delves into the intricacies of AI transformer models, providing a comprehensive understanding of their architecture, functionality, and the profound impact they've had on natural language processing and beyond. Through clear explanations and detailed analysis, readers are guided from foundational concepts to the latest innovations, covering key models such as BERT and GPT, and examining their application across various domains. With a keen focus on both technical challenges and ethical considerations, this book also addresses the complexities surrounding bias, privacy, and transparency in AI technologies. It offers a balanced discourse on the potential for misuse and the imperative for responsible deployment. Designed to educate and inform, "AI Transformers Unleashed" serves as an essential resource for students, industry professionals, and anyone eager to grasp the current and future landscape of AI, ensuring readers are well-equipped to navigate the evolving field with confidence and insight.

Download or read book Unleashing AI written by Victor Singh and published by Amazon. This book was released on 2023-04-23 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: A THOUGHT-PROVOKING AUDIO BOOK ON AI IN the 21st CENTURY. THIS A BRILLIANT GUIDE FOR ANYONE TO BECOME AI LITERATE "Unleashing AI" by Victor Singh, the ultimate starting point for anyone who is curious about AI. Prepare to be captivated as the author unravels the mysteries surrounding AI's evolution and delves into thought-provoking questions that demand our attention. This book is more than a scholarly expedition nor should it be considered a philosophical heavy read — it is a guide that gently introduces readers to the essential vocabulary of artificial intelligence, deep learning, and machine learning. Complex concepts become approachable, empowering readers to engage in meaningful discussions and shape the future of our technologically driven society. Consider it your passport closer to becoming an AI literate. From the profound implications of Corporate Social Responsibility (CSR) to the ever-evolving role of project managers, Singh fearlessly navigates the complexities of AI policies, shedding light on the intricate webs they weave. Brace yourself for an eye-opening exploration of biased algorithms and their impact on our daily lives, challenging us to confront the ethical implications head-on. But that's just the beginning. "Unleashing AI" goes beyond the surface, delving into the realms of AI autonomy, singularity, and the fascinating world of emotional and empathic AI. Prepare to question the boundaries of human intelligence as the author deftly explores its interplay with the rising tide of AI. And as social media continues to shape our lives, discover the profound influence AI and ML have on Social Media and the effect it has on Generation Z. Prepare to have your perspectives challenged as Singh explores the boundaries of human intelligence and its relationship with AI. Through captivating storytelling and real-life examples, you'll gain insights into the ethical implications, social impact, and limitless opportunities that AI presents. "Unleashing AI" is not just a book—it's an invitation to shape the future.

Download or read book Unleashing the Power of Imaginative Intelligence in the Age of AI written by Deepak Kumar and published by Notion Press. This book was released on 2024-08-22 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleashing the Power of Imaginative Intelligence in the Age of AI is a thought-provoking exploration of creativity and innovation. Drawing insights from over 130 books, this revolutionary book delves into the evolution of imaginative thinking and its world-changing potential. It examines the synergy between human imagination and AI, highlighting practical applications in healthcare, education, business, and environmental conservation. With real-life examples and hands-on workshops, readers gain valuable skills to enhance their imaginative intelligence. Discover your ImQ score and receive a free comprehensive report. The book also features 30 business problems to solve using the IMAGINE framework, enriching your understanding and application of imaginative intelligence. Join us to unlock our limitless creative potential and shape a future where human genius thrives. Welcome to the era of imaginative intelligence!

Download or read book ChatGPT Unleashed Shaping the New Era of Artificial Intelligence written by Graham McCann and published by Graham McCann. This book was released on 2024-03-12 with total page 19 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get an insight into the fascinating world of conversational AI with "ChatGPT Unleashed: Shaping the New Era of Artificial Intelligence." This enlightening journey demystifies the complexities of ChatGPT and AI, offering a window into the future of technology that's intertwined with every aspect of our lives. From the historical evolution of AI to the cutting-edge capabilities of ChatGPT, this book weaves a narrative that's as informative as it is captivating. Explore the intricacies of how ChatGPT works, its transformative impact on society, and its integration into the business landscape, pushing the boundaries of what's possible. "ChatGPT Unleashed" isn't just a book; it's an invitation to envision a future where AI and human ingenuity converge to create a world of unlimited possibilities. Whether you're a tech enthusiast, a business professional, or simply curious about the future of AI, this book offers valuable insights and inspires a deeper understanding of the technology that's shaping our tomorrow. Join us on this journey and unlock the potential of conversational AI. "ChatGPT Unleashed" is your guide to navigating the new era of artificial intelligence, where the possibilities are as boundless as your imagination.

Download or read book AI Unleashed Harnessing Artificial Intelligence to Start and Grow Your Business written by Cassandra Fenyk and published by Fenyk Enterprises LLC. This book was released on 2023-05-15 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI Unleashed: Harnessing Artificial Intelligence to Start and Grow Your Business is a comprehensive guide that takes entrepreneurs on a transformative journey into the world of AI. From understanding the potential of AI to implementing it strategically in various aspects of business, this book provides invaluable insights and practical strategies for leveraging AI to achieve success. In this nine-chapter book, readers will explore the fascinating intersection of AI and entrepreneurship. Beginning with an introduction to AI in business, the book dispels common misconceptions and showcases real-world examples of organizations that have harnessed AI to revolutionize their operations. Readers will learn how to identify opportunities for AI integration within their business models and conduct market research to stay ahead of emerging trends. Practical guidance is provided for setting up the necessary infrastructure and acquiring the hardware and software resources to embark on the AI journey. The book delves into the intricacies of building and training AI models, offering readers a solid foundation in understanding different AI models and their applications. Step-by-step instructions are provided for collecting and preparing data for training, and popular AI frameworks and platforms are explored. This book may contain affiliate links. Using these links does not impact the amount that you are charged, but it does allow me to continue to create and offer amazing content and programs. Thank you for your support. With a focus on practical implementation, the book guides entrepreneurs through the process of integrating AI solutions into existing business processes. It covers topics such as enhancing customer experience through AI-powered chatbots and personalization, optimizing operations through automation and predictive analytics, and leveraging AI in marketing and sales for customer segmentation, pricing optimization, and more. As AI continues to evolve, ethical considerations are paramount. The book addresses these concerns, emphasizing the importance of transparency, accountability, and ethical decision-making in AI applications. It also highlights emerging trends and future possibilities, encouraging entrepreneurs to stay informed and adaptable. AI Unleashed is a must-read for business owners, managers, and aspiring entrepreneurs who are eager to leverage AI's transformative power. With its practical approach, real-world examples, and expert guidance, this book equips readers with the knowledge and tools to unlock the potential of AI and drive sustainable growth in their businesses. Embrace the AI revolution and propel your business forward with AI Unleashe

Download or read book Large Language Models Unleashing the Power of AI for Everyone written by Anand Vemula and published by Anand Vemula. This book was released on with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: Have you ever spoken to a machine that felt real? This book will show you how! Large Language Models (LLMs) are revolutionizing the way we interact with technology. These powerful AI systems can hold conversations, generate creative text formats, and even translate languages. But LLMs aren't just for tech giants anymore. This book breaks down the complex world of LLMs in a clear and engaging way, making it accessible to everyone. Inside you'll discover: What LLMs are and how they work (no technical jargon!) How LLMs can be used in your everyday life, from writing emails to sparking creative ideas The exciting possibilities of LLMs for the future, from smarter chatbots to personalized education tools Important considerations like bias and fairness in AI Whether you're a curious beginner or someone who wants to leverage the power of AI, this book is your guide to unlocking the potential of Large Language Models.

Download or read book Unleashing Innovation on Precision Public Health Highlights from the MCBIOS MAQC 2021 Joint Conference written by Ramin Homayouni and published by Frontiers Media SA. This book was released on 2022-07-07 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Artificial Intelligence AI Unleashed written by Michael McNaught and published by Michael McNaught. This book was released on 2023-06-10 with total page 51 pages. Available in PDF, EPUB and Kindle. Book excerpt: Step into a world where machines think, learn, and reshape our very existence. "Artificial Intelligence (AI) Unleashed: Exploring The Boundless Potential Of AI" is a captivating exploration of the transformative power of AI. From healthcare to finance, transportation to education, this book unravels the mysteries of AI, demystifying complex algorithms and showcasing real-world applications. Discover how AI is revolutionizing industries, empowering communities, and challenging our understanding of intelligence. Delve into the ethical considerations and responsible development of AI as we navigate the uncharted territories of bias, transparency, and accountability. With well researched information, this book is your guide to understanding and embracing the boundless potential of artificial intelligence. Get ready to embark on a journey that will reshape your perception of what is possible in the age of AI.

Download or read book IBM PowerAI Deep Learning Unleashed on IBM Power Systems Servers written by Dino Quintero and published by IBM Redbooks. This book was released on 2019-06-05 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redbooks® publication is a guide about the IBM PowerAI Deep Learning solution. This book provides an introduction to artificial intelligence (AI) and deep learning (DL), IBM PowerAI, and components of IBM PowerAI, deploying IBM PowerAI, guidelines for working with data and creating models, an introduction to IBM SpectrumTM Conductor Deep Learning Impact (DLI), and case scenarios. IBM PowerAI started as a package of software distributions of many of the major DL software frameworks for model training, such as TensorFlow, Caffe, Torch, Theano, and the associated libraries, such as CUDA Deep Neural Network (cuDNN). The IBM PowerAI software is optimized for performance by using the IBM Power SystemsTM servers that are integrated with NVLink. The AI stack foundation starts with servers with accelerators. graphical processing unit (GPU) accelerators are well-suited for the compute-intensive nature of DL training, and servers with the highest CPU to GPU bandwidth, such as IBM Power Systems servers, enable the high-performance data transfer that is required for larger and more complex DL models. This publication targets technical readers, including developers, IT specialists, systems architects, brand specialist, sales team, and anyone looking for a guide about how to understand the IBM PowerAI Deep Learning architecture, framework configuration, application and workload configuration, and user infrastructure.

Download or read book UNLEASHING THE POWER OF AI A COMPREHENSIVE GUIDE TO ADVANTAGES AND DISADVANTAGES IN DIFFERENT INDUSTRIES written by Renato Racelis Maaliw III and published by Xoffencerpublication. This book was released on 2024-05-18 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term "artificial intelligence" (AI) refers to a category of computing technologies that have become increasingly advanced in recent years. This study presents an overview that is easily understandable of how it works, why it is important, and what we can do as a reaction to the difficulties that it poses. Since the beginning of the field of artificial intelligence, the capacity to behave in a way that gives the impression of intelligence has been the primary emphasis of the concept of AI. Several variations of the 'Turing test' determine that computers are intelligent when people are unable to distinguish between their behaviors and those of a person. The disruptive power of artificial intelligence (AI) Once considered an idea from the far future, artificial intelligence (AI) has now developed into a disruptive force that has impacted every facet of our life. A revolution has been triggered as a result of its rapid breakthroughs, with artificial intelligence altering the way we live, work, and interact with technology. The significance of artificial intelligence cannot be emphasized; its applications range from driverless automobiles to AI-assisted medical diagnosis. This article will investigate the myriad of ways in which AI is causing a revolution in technology, diving into its applications and the ramifications it has across a variety of industries. We will investigate the ways in which artificial intelligence is influencing areas such as management, human resources, digital marketing, creativity, the future of work, careers, startups, social media, marketing, economics, branding, personal development, investing, job interviews, money, motivation, healthcare, education, productivity, travel, and entrepreneurship.

Download or read book Unleashing the Power of ChatGPT written by B Pily and published by B Pily. This book was released on with total page 29 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Unleashing the Power of ChatGPT: Making Money Online with AI-Powered Assistance" is your essential guide to leveraging the revolutionary capabilities of ChatGPT to thrive in the digital landscape. Discover how AI-driven content creation, chatbot development, freelance writing, and online tutoring can elevate your online presence and drive revenue growth. Packed with practical insights and actionable strategies, this book is your roadmap to success in the dynamic world of AI-powered entrepreneurship. Join the digital revolution and unleash the full potential of ChatGPT today!

Download or read book DATA ENGINEERING IN THE AGE OF AI GENERATIVE MODELS AND DEEP LEARNING UNLEASHED written by Siddharth Konkimalla and published by BUDHA PUBLISHER. This book was released on with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: .The advances in data engineering technologies, including big data infrastructure, knowledge graphs, and mechanism design, will have a long-lasting impact on artificial intelligence (AI) research and development. This paper introduces data engineering in AI with a focus on the basic concepts, applications, and emerging frontiers. As a new research field, most data engineering in AI is yet to be properly defined, and there are abundant problems and applications to be explored. The primary purpose of this paper is to expose the AI community to this shining star of data science, stimulate AI researchers to think differently and form a roadmap of data engineering for AI. Since this is primarily an informal essay rather than an academic paper, its coverage is limited. The vast majority of the stimulating studies and ongoing projects are not mentioned in the paper.

Download or read book AI Powered Digital Marketing written by Kabindra Kundu and published by Sucess Mantra Publications. This book was released on 2023-07-15 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chapter-wise Review of "AI-Powered Digital Marketing: Revolutionizing Your Marketing Strategies" Chapter 1: Fundamentals of AI-Powered Digital Marketing This chapter sets the stage for an exciting journey into the world of AI-powered digital marketing. The author provides a comprehensive overview of the fundamental concepts, explaining how AI is reshaping the marketing landscape. With clear explanations and real-life examples, readers are introduced to the immense potential and benefits of integrating AI into their marketing strategies. Chapter 2: Introduction to AI-driven Digital Marketing Building on the fundamentals, this chapter delves deeper into AI-driven digital marketing. It explores various AI technologies and their applications in marketing, such as machine learning, natural language processing, and predictive analytics. The author successfully simplifies complex concepts, making it accessible to marketers of all levels. By showcasing the practical uses of AI, readers are inspired to leverage these powerful tools. Chapter 3: Search Engine Optimization (SEO) In this crucial chapter, the author explains how AI is revolutionizing search engine optimization. From keyword research to content optimization and link building, AI-driven techniques are explored to help businesses achieve higher rankings and increased organic traffic. The inclusion of practical tips and best practices ensures that readers can immediately apply these strategies to improve their SEO efforts. Chapter 4: AI for Technical SEO Technical SEO can often be daunting, but this chapter simplifies the process with AI. Readers gain valuable insights into how AI algorithms can identify and resolve technical issues, improve website performance, and enhance user experience. By harnessing the power of AI for technical SEO, businesses can gain a competitive edge and drive more targeted traffic to their websites. Chapter 5: Reputation Management Ethical Considerations in AI-powered digital marketing (included topic) This book stands out by addressing the critical topic of ethical considerations in AI-powered digital marketing. The dedicated section explores the ethical challenges associated with AI, such as data privacy, bias, and transparency. It provides valuable guidance on maintaining ethical standards and fostering trust with consumers. This chapter ensures that marketers prioritize responsible AI usage. Chapter 6: AI-Powered Content Writing and Marketing Content is king, and this chapter demonstrates how AI can revolutionize content creation and marketing. From AI-powered content generation to natural language processing for personalized content, readers discover innovative ways to create engaging and relevant content. The author showcases real-life examples and best practices, equipping marketers with the knowledge to leverage AI for effective content strategies. Chapter 7: Email Marketing and Automation Email marketing remains a powerful tool in the digital marketing arsenal, and this chapter showcases how AI can enhance its effectiveness. Readers learn how to leverage AI for email campaign optimization, personalization, and workflow automation. The practical tips and case studies presented inspire marketers to create highly targeted and engaging email strategies. Chapter 8: Social Media Marketing Social media platforms are dynamic and ever-evolving, and AI is at the forefront of transforming social media marketing. This chapter explores AI-powered social listening, sentiment analysis, chatbots, and social media advertising optimization. Marketers gain valuable insights into leveraging AI to maximize their social media presence and engage with their target audience effectively. Chapter 9: Role of ChatGPT and Google BERT in Digital Marketing This chapter highlights the immense potential of AI-driven chatbots and language models. Readers discover how ChatGPT and Google BERT can enhance customer interactions, content creation, and search engine rankings. The practical applications and case studies presented make it an essential read for marketers looking to leverage the power of conversational AI. Chapter 10: Google Search Console: Step-by-Step Implementation Google Search Console is a critical tool for SEO success, and this chapter provides a step-by-step guide on leveraging its features. Marketers gain a comprehensive understanding of data analysis, website performance monitoring, and optimization suggestions. By harnessing the power of Google Search Console, businesses can fine-tune their SEO strategies and achieve higher search rankings. Chapter 11: Influencer Marketing Influencer marketing has become a key component of digital strategies, and AI can enhance its effectiveness. This chapter explores AI-powered influencer discovery, campaign management, and performance tracking. Readers gain insights into identifying the right influencers, measuring the impact of collaborations, and maximizing ROI. The practical tips and strategies provided make it a must-read for marketers seeking to amplify their brand reach. Chapter 12: Performance Marketing Performance marketing is all about driving measurable results, and this chapter shows how AI can be a game-changer in this field. The exploration of AI-powered advertising platforms, programmatic advertising, predictive analytics, and customer segmentation equips marketers with the tools to optimize their performance marketing strategies. It's an essential read for those seeking data-driven success. Chapter 13: Google Analytics No digital marketing book is complete without a comprehensive understanding of Google Analytics, and this chapter delivers just that. Marketers will benefit from the in-depth exploration of Google Analytics features, data interpretation, and actionable insights. With practical tips for tracking and optimizing marketing campaigns, this chapter is a goldmine for digital marketers. Chapter 14: Exploring the Uses of Canva for Digital Marketing Visual content plays a crucial role in digital marketing, and Canva has emerged as a powerful design tool. This chapter showcases how AI-powered design platforms like Canva can streamline the creation of engaging visual content. Readers discover how to leverage templates, design automation, and data-driven insights to create stunning visuals that resonate with their target audience. Chapter 15: Google Tag Manager Tracking and managing marketing tags can be complex, but Google Tag Manager simplifies the process. This chapter provides a comprehensive guide to implementing and utilizing Google Tag Manager effectively. Marketers gain insights into tag deployment, event tracking, and data integration, empowering them to streamline their analytics and optimize their marketing efforts. Chapter 16: Affiliate Marketing Affiliate marketing continues to be a popular revenue-generating strategy, and AI can enhance its effectiveness. This chapter explores AI-powered affiliate tracking, performance optimization, and fraud detection. By leveraging AI, marketers can automate processes, optimize partnerships, and maximize their affiliate marketing ROI. Chapter 17: Marketing Automation and Use of Zapier Automation is key to scaling marketing efforts, and this chapter demonstrates how AI-powered tools like Zapier can streamline workflows. Readers gain insights into automating repetitive tasks, integrating various marketing tools, and improving overall efficiency. By harnessing the power of marketing automation, marketers can focus on strategic initiatives and achieve greater productivity. Chapter 18: Introduction to Marketing Analytics Data-driven decision-making is essential in modern marketing, and this chapter introduces marketers to the world of marketing analytics. Readers gain a comprehensive understanding of data collection, analysis, and visualization techniques. By harnessing the power of marketing analytics, businesses can uncover actionable insights and optimize their marketing strategies. Chapter 19: Latest Products of Google for Digital Marketing Google is at the forefront of AI innovation, and this chapter explores the latest products that can transform digital marketing. Readers discover cutting-edge tools like Google Performance Max, Google Search Generative Experience, and Google Product Studio. By staying up-to-date with the latest Google offerings, marketers can leverage AI to stay ahead of the competition. Chapter 20: Role of CRM in Digital Marketing CRM (Customer Relationship Management) systems are crucial for managing customer interactions, and this chapter highlights their significance in the digital marketing landscape. Readers gain insights into leveraging AI-powered CRM tools for lead management, customer segmentation, and personalized marketing. By utilizing CRM effectively, marketers can enhance customer relationships and drive business growth. Chapter 21: Sales Funnel Understanding the sales funnel is essential for successful marketing campaigns, and this chapter provides a comprehensive guide. Readers learn how AI can optimize each stage of the sales funnel, from lead generation to conversion and retention. By aligning AI-powered strategies with the sales funnel, businesses can enhance their overall marketing performance. Chapter 22: Lead Generation Lead generation is the lifeblood of any business, and this chapter focuses on leveraging AI for effective lead generation strategies. Readers gain insights into AI-powered lead scoring, predictive analytics, and personalized targeting. By implementing AI-driven lead generation techniques, marketers can optimize their efforts and attract high-quality leads. Chapter 23: AI-Powered Attribution Model and ROI Analysis Determining the ROI of marketing campaigns can be challenging, but AI-powered attribution models offer a solution. This chapter explores advanced attribution models, data-driven ROI analysis, and campaign optimization. By leveraging AI for accurate attribution and ROI analysis, businesses can make informed decisions and allocate resources effectively. Chapter 24: Podcast Podcasts have gained immense popularity, and this chapter showcases how AI can enhance podcast marketing efforts. Readers discover AI-powered podcast recommendations, transcription, and audience analysis. By leveraging AI in podcast marketing, businesses can expand their reach and engage with a targeted audience effectively. Chapter 25: RSS Feed RSS feeds remain a valuable tool for content distribution, and this chapter explores how AI can optimize their usage. Readers learn about AI-powered content curation, personalized RSS feeds, and automated distribution. By leveraging AI in RSS feed management, marketers can deliver relevant content to their audience and increase engagement. Chapter 26: Other Free Resources This chapter provides a treasure trove of free resources that marketers can leverage to enhance their AI-powered digital marketing strategies. From free AI tools to online courses and communities, readers gain access to a wealth of valuable resources. By taking advantage of these resources, marketers can continue to learn, grow, and stay at the forefront of AI-driven marketing. Chapter 27: Project on AI The inclusion of practical projects allows readers to apply their newfound knowledge in real-world scenarios. The projects presented, such as sentiment analysis for social media marketing and a keyword research tool, enable marketers to gain hands-on experience and enhance their skills. Digital Marketing Glossary To ensure readers have a comprehensive understanding of AI-powered digital marketing terminology, the book concludes with a comprehensive glossary. It serves as a valuable reference, helping marketers navigate the evolving field with confidence. Ethical Considerations in AI-Powered Digital Marketing (included topic) The dedicated section on ethical considerations in AI-powered digital marketing highlights the importance of responsible AI usage. It addresses crucial topics such as data privacy, bias, and transparency, ensuring that marketers prioritize ethical practices in their AI-driven strategies. Future Trends in AI-Powered Digital Marketing (included topic) While the book covers a wide range of AI-powered digital marketing topics, it goes beyond the present and explores future trends. By discussing upcoming developments, such as voice search, AI chatbots, and personalized marketing experiences, readers are equipped with insights to stay ahead of the curve. Overall, "AI-Powered Digital Marketing: Revolutionizing Your Marketing Strategies" offers a comprehensive and practical guide to leveraging AI in digital marketing. It combines fundamental concepts, practical tips, and real-life examples to empower marketers to optimize their strategies, improve ROI, and drive business success in the digital age. With its focus on ethical considerations and future trends, this book is a must-have for any marketer looking to stay competitive in the ever-evolving world of AI-powered digital marketing.

Download or read book The Pioneering Applications of Generative AI written by Kumar, Raghvendra and published by IGI Global. This book was released on 2024-07-17 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrating generative artificial intelligence (AI) into art, design, and media presents a double-edged sword. While it offers unprecedented creative possibilities, it raises ethical concerns, challenges traditional workflows, and requires careful regulation. As AI becomes more prevalent in these fields, there is a pressing need for a comprehensive resource that explores the technology's potential and navigates the complex landscape of its implications. The Pioneering Applications of Generative AI is a pioneering book that addresses these challenges head-on. It provides a deep dive into the evolution, ethical considerations, core technologies, and creative applications of generative AI, offering readers a thorough understanding of this transformative technology. Researchers, academicians, scientists, and research scholars will find this book invaluable in navigating the complexities of generative AI in art, design, and media. With its focus on ethical and responsible AI and discussions on regulatory frameworks, the book equips readers with the knowledge and tools needed to harness the full potential of generative AI while ensuring its responsible and ethical use.

Download or read book Transformers for Natural Language Processing and Computer Vision written by Denis Rothman and published by Packt Publishing Ltd. This book was released on 2024-02-29 with total page 731 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive guide to LLMs, from architectures, pretraining, and fine-tuning to Retrieval Augmented Generation (RAG), multimodal Generative AI, risks, and implementations with ChatGPT Plus with GPT-4, Hugging Face, and Vertex AI Key Features Compare and contrast 20+ models (including GPT-4, BERT, and Llama 2) and multiple platforms and libraries to find the right solution for your project Apply RAG with LLMs using customized texts and embeddings Mitigate LLM risks, such as hallucinations, using moderation models and knowledge bases Purchase of the print or Kindle book includes a free eBook in PDF format Book DescriptionTransformers for Natural Language Processing and Computer Vision, Third Edition, explores Large Language Model (LLM) architectures, applications, and various platforms (Hugging Face, OpenAI, and Google Vertex AI) used for Natural Language Processing (NLP) and Computer Vision (CV). The book guides you through different transformer architectures to the latest Foundation Models and Generative AI. You’ll pretrain and fine-tune LLMs and work through different use cases, from summarization to implementing question-answering systems with embedding-based search techniques. You will also learn the risks of LLMs, from hallucinations and memorization to privacy, and how to mitigate such risks using moderation models with rule and knowledge bases. You’ll implement Retrieval Augmented Generation (RAG) with LLMs to improve the accuracy of your models and gain greater control over LLM outputs. Dive into generative vision transformers and multimodal model architectures and build applications, such as image and video-to-text classifiers. Go further by combining different models and platforms and learning about AI agent replication. This book provides you with an understanding of transformer architectures, pretraining, fine-tuning, LLM use cases, and best practices.What you will learn Breakdown and understand the architectures of the Original Transformer, BERT, GPT models, T5, PaLM, ViT, CLIP, and DALL-E Fine-tune BERT, GPT, and PaLM 2 models Learn about different tokenizers and the best practices for preprocessing language data Pretrain a RoBERTa model from scratch Implement retrieval augmented generation and rules bases to mitigate hallucinations Visualize transformer model activity for deeper insights using BertViz, LIME, and SHAP Go in-depth into vision transformers with CLIP, DALL-E 2, DALL-E 3, and GPT-4V Who this book is for This book is ideal for NLP and CV engineers, software developers, data scientists, machine learning engineers, and technical leaders looking to advance their LLMs and generative AI skills or explore the latest trends in the field. Knowledge of Python and machine learning concepts is required to fully understand the use cases and code examples. However, with examples using LLM user interfaces, prompt engineering, and no-code model building, this book is great for anyone curious about the AI revolution.

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

Download or read book The Developer s Playbook for Large Language Model Security written by Steve Wilson and published by "O'Reilly Media, Inc.". This book was released on 2024-09-03 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large language models (LLMs) are not just shaping the trajectory of AI, they're also unveiling a new era of security challenges. This practical book takes you straight to the heart of these threats. Author Steve Wilson, chief product officer at Exabeam, focuses exclusively on LLMs, eschewing generalized AI security to delve into the unique characteristics and vulnerabilities inherent in these models. Complete with collective wisdom gained from the creation of the OWASP Top 10 for LLMs list—a feat accomplished by more than 400 industry experts—this guide delivers real-world guidance and practical strategies to help developers and security teams grapple with the realities of LLM applications. Whether you're architecting a new application or adding AI features to an existing one, this book is your go-to resource for mastering the security landscape of the next frontier in AI. You'll learn: Why LLMs present unique security challenges How to navigate the many risk conditions associated with using LLM technology The threat landscape pertaining to LLMs and the critical trust boundaries that must be maintained How to identify the top risks and vulnerabilities associated with LLMs Methods for deploying defenses to protect against attacks on top vulnerabilities Ways to actively manage critical trust boundaries on your systems to ensure secure execution and risk minimization