Download or read book Google Machine Learning and Generative AI for Solutions Architects written by Kieran Kavanagh and published by Packt Publishing Ltd. This book was released on 2024-06-28 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Architect and run real-world AI/ML solutions at scale on Google Cloud, and discover best practices to address common industry challenges effectively Key Features Understand key concepts, from fundamentals through to complex topics, via a methodical approach Build real-world end-to-end MLOps solutions and generative AI applications on Google Cloud Get your hands on a code repository with over 20 hands-on projects for all stages of the ML model development lifecycle Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionMost companies today are incorporating AI/ML into their businesses. Building and running apps utilizing AI/ML effectively is tough. This book, authored by a principal architect with about two decades of industry experience, who has led cross-functional teams to design, plan, implement, and govern enterprise cloud strategies, shows you exactly how to design and run AI/ML workloads successfully using years of experience from some of the world’s leading tech companies. You’ll get a clear understanding of essential fundamental AI/ML concepts, before moving on to complex topics with the help of examples and hands-on activities. This will help you explore advanced, cutting-edge AI/ML applications that address real-world use cases in today’s market. You’ll recognize the common challenges that companies face when implementing AI/ML workloads, and discover industry-proven best practices to overcome these. The chapters also teach you about the vast AI/ML landscape on Google Cloud and how to implement all the steps needed in a typical AI/ML project. You’ll use services such as BigQuery to prepare data; Vertex AI to train, deploy, monitor, and scale models in production; as well as MLOps to automate the entire process. By the end of this book, you will be able to unlock the full potential of Google Cloud's AI/ML offerings.What you will learn Build solutions with open-source offerings on Google Cloud, such as TensorFlow, PyTorch, and Spark Source, understand, and prepare data for ML workloads Build, train, and deploy ML models on Google Cloud Create an effective MLOps strategy and implement MLOps workloads on Google Cloud Discover common challenges in typical AI/ML projects and get solutions from experts Explore vector databases and their importance in Generative AI applications Uncover new Gen AI patterns such as Retrieval Augmented Generation (RAG), agents, and agentic workflows Who this book is for This book is for aspiring solutions architects looking to design and implement AI/ML solutions on Google Cloud. Although this book is suitable for both beginners and experienced practitioners, basic knowledge of Python and ML concepts is required. The book focuses on how AI/ML is used in the real world on Google Cloud. It briefly covers the basics at the beginning to establish a baseline for you, but it does not go into depth on the underlying mathematical concepts that are readily available in academic material.

Download or read book AI Paradigm Shift Google Gemini s Impact on the World written by M.B. Chatfield and published by M.B. Chatfield. This book was released on 2023-12-12 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, you will learn: How Google Gemini is already changing the way we live and work The potential impact of Google Gemini on education, healthcare, and other industries The ethical and social implications of Google Gemini Google Gemini is a new artificial intelligence (AI) technology that has the potential to revolutionize the way we interact with the world around us. Google Gemini is multimodal, meaning that it can understand and respond to information from a variety of sources, including text, speech, and images. This makes it more powerful and versatile than traditional AI models. In AI Paradigm Shift: Google Gemini's Impact on the World, author M.B. Chatfield explores the potential impact of Google Gemini on the world. The book begins by discussing the ways in which Google Gemini is already being used to improve our lives. For example, Google Gemini is being used to develop new educational tools, improve healthcare, and create more engaging entertainment. The book then goes on to discuss the potential impact of Google Gemini on a variety of industries. For example, Google Gemini could be used to develop new personalized learning experiences, improve the accuracy of medical diagnoses, and create more immersive virtual reality experiences. Finally, the book explores the ethical and social implications of Google Gemini. For example, the book discusses the importance of ensuring that Google Gemini is used responsibly and ethically. AI Paradigm Shift: Google Gemini's Impact on the World is a must-read for anyone who wants to understand the future of artificial intelligence. The book is well-written and informative, and it provides a comprehensive overview of the potential impact of Google Gemini on the world.

Download or read book Decoding Generative AI written by Farabi Shayor and published by IntelX Publishing. This book was released on 2024-04-16 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emergence of Generative AI has marked a significant turning point, heralding a new age of innovation and intellectual exploration. Much like a compelling narrative, this advancement in artificial intelligence has captivated the global community and ushered in an unprecedented surge of innovation. For many years, the subtle hum of AI has been interconnected into the fabric of our society. Devices such as Echo (Alexa) and Google Home, once considered avant-garde, are now seamlessly integrated into our homes and vehicles, becoming essential navigators in our daily journeys. However, this new phase of AI evolution is distinct. Capable of enhanced ability, these new generative AI systems could easily discern the intuitive needs of their end-users. With a mere command or a simple image, generative AI systems can draft comprehensive reports, write legal documents, or produce intricate visual masterpieces. Their proficiency can also be extended to routine and mundane tasks, smoothly managing administrative duties, writing correspondences, and providing invaluable support in professional settings. Although these foundation models require a vast amount of training data and billions of parameters to be effective, the outcomes are equally remarkable. Technology companies and investors, recognising the potential, embarked on an investment spree; steering a new era for the development of specialised models such as Microsoft CoPilot, Midjourney, ChatGPT, and so on. As these technology companies continue to improve their language models, each version seems to be more refined than its predecessor. Foremost among these are the Large Language Models (LLMs), emblematic of this AI renaissance. Now, with voice-activated capabilities, generative AIs have become capable of much more in the relatively short span of their existence. With the integration of voice-activated features, combined with their capabilities to speak like a human being, their potential continues to grow exponentially. They aren’t labelled as ‘chatbots’ anymore – these AI systems signify a technological paradigm shift, reshaping humanity’s understanding of technology, automation, and creative expression. However, with such shift comes the imperative need for governance and control. The unchecked expansion of AI poses unmitigated challenges. In reality, these advanced AIs have the potential to be transformative and destructive parallelly. Thus, it is necessary to establish guidelines and oversight to ensure the ethical deployment of such systems which this book focuses on. As society stands at this transformative crossroads, parallels are being drawn to the imaginative world of fiction. The concept of ‘Jarvis’ AI from the fictitious world appears provocatively close to becoming a reality. The epoch of generative AI has truly dawned, promising a future where technological prowess and human aspiration unite.

Download or read book How to Create a Chatbot by Leveraging Google Ai Tools written by Victoria M and published by FYRE Army. This book was released on 2024-06-15 with total page 49 pages. Available in PDF, EPUB and Kindle. Book excerpt: Certainly! Here’s a description for your AI-focused book: Title: AI Unveiled: Navigating the Future with Machine Intelligence Description: Delve into the transformative world of artificial intelligence with comprehensive guide. This book is your essential companion to understanding AI's evolution, applications, and profound impact on society. The fundamentals demystifies complex AI concepts, making them accessible to readers of all backgrounds. Explore how AI is reshaping industries from healthcare to finance, and uncover its potential to revolutionize everyday life. Gain practical guidance on integrating AI into business strategies, harnessing its potential responsibly, and preparing for future advancements.

Download or read book Android Studio Koala Essentials Kotlin Edition written by Neil Smyth and published by eBookFrenzy. This book was released on 2024-09-11 with total page 894 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, fully updated for Android Studio Koala Feature Drop (2024.1.2) and the new UI, teaches you how to develop Android-based applications using the Kotlin programming language. This book begins with the basics and outlines how to set up an Android development and testing environment, followed by an introduction to programming in Kotlin, including data types, control flow, functions, lambdas, and object-oriented programming. Asynchronous programming using Kotlin coroutines and flow is also covered in detail. Chapters also cover the Android Architecture Components, including view models, lifecycle management, Room database access, content providers, the Database Inspector, app navigation, live data, and data binding. More advanced topics such as intents are also covered, as are touch screen handling, gesture recognition, and the recording and playback of audio. This book edition also covers printing, transitions, and foldable device support. The concepts of material design are also covered in detail, including the use of floating action buttons, Snackbars, tabbed interfaces, card views, navigation drawers, and collapsing toolbars. Other key features of Android Studio and Android are also covered in detail, including the Layout Editor, the ConstraintLayout and ConstraintSet classes, MotionLayout Editor, view binding, constraint chains, barriers, and direct reply notifications. Chapters also cover advanced features of Android Studio, such as App Links, Gradle build configuration, in-app billing, and submitting apps to the Google Play Developer Console. Assuming you already have some programming experience, are ready to download Android Studio and the Android SDK, have access to a Windows, Mac, or Linux system, and have ideas for some apps to develop, you are ready to get started.

Download or read book Jetpack Compose 1 7 Essentials written by Neil Smyth and published by Payload Publishing. This book was released on 2024-10-28 with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the full potential of Android app development with Jetpack Compose 1.7. This all-in-one guide equips you to build sophisticated, modern Android applications using cutting-edge tools like Android Studio, Material Design 3, and Kotlin. Perfect for developers aiming to go from setup to deployment, the book leads you through each phase of app creation—from mastering Android Studio basics to publishing on the Google Play Store. Start with setting up your environment, then dive into Kotlin essentials, covering data types, functions, coroutines, and more to lay a solid programming foundation. Explore Jetpack Compose fundamentals and Android architecture as you work through practical tutorials on custom Composables, and layouts like rows, columns, boxes, flows, pagers, and lists. Beyond layout design, you’ll learn state management, navigation, modifiers, and custom components. Gain advanced capabilities with features like biometric authentication, Google Maps integration, and in-app billing for monetization. Further, expand your skills with graphics, animations, and gesture handling to build dynamic and interactive interfaces. Master data storage using Room databases, ViewModels, and LiveData for a complete end-to-end app experience. To help you track your progress, the book offers access to over 55 online quizzes covering each key concept, allowing you to test your knowledge as you go. Each lesson is supported by hands-on tutorials and downloadable source code, making it easy to follow along and practice. For developers ready to bring their app ideas to life, this guide provides a complete roadmap, from development to publication. Elevate your Android development skills with this essential guide to Jetpack Compose 1.7.

Download or read book Android Studio Koala Essentials Java Edition written by Neil Smyth and published by Payload Publishing. This book was released on 2024-09-05 with total page 856 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, fully updated for Android Studio Koala Feature Drop (2024.1.2) and the new UI, teaches you how to develop Android-based applications using the Java programming language. This book begins with the basics and outlines how to set up an Android development and testing environment, followed by an overview of areas such as tool windows, the code editor, and the Layout Editor tool. An introduction to the architecture of Android is followed by an in-depth look at the design of Android applications and user interfaces using the Android Studio environment. Chapters also cover the Android Architecture Components, including view models, lifecycle management, Room database access, content providers, the Database Inspector, app navigation, live data, and data binding. More advanced topics such as intents are also covered, as are touch screen handling, gesture recognition, and the recording and playback of audio. This book edition also covers printing, transitions, and foldable device support. The concepts of material design are also covered in detail, including the use of floating action buttons, Snackbars, tabbed interfaces, card views, navigation drawers, and collapsing toolbars. Other key features of Android Studio and Android are also covered in detail, including the Layout Editor, the ConstraintLayout and ConstraintSet classes, MotionLayout Editor, view binding, constraint chains, barriers, and direct reply notifications. Chapters also cover advanced features of Android Studio, such as App Links, Gradle build configuration, in-app billing, and submitting apps to the Google Play Developer Console. Assuming you already have some Java programming experience, are ready to download Android Studio and the Android SDK, have access to a Windows, Mac, or Linux system, and have ideas for some apps to develop, you are ready to get started.

Download or read book AI Content Marketing written by Nachole Johnson and published by Nachole Johnson. This book was released on 2024-05-01 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are you tired of staring at a blank screen, struggling to create content that converts? Do you wish you could focus on strategy instead of scrambling to meet deadlines? In today's content-saturated world, standing out requires a smart blend of creativity and efficiency. AI-powered content marketing is the key to unlocking both. Introducing "AI Content Marketing: Learn How to Generate Leads, Engage Customers, and Boost Your Business ROI" – your comprehensive guide to harnessing the power of AI and transforming the way you create, optimize, and distribute content across every stage of your marketing funnel. This book isn't just about theory. It's a hands-on playbook filled with practical examples, AI prompt templates, and strategies you can implement immediately. You'll learn how to: Master the AI Content Trinity: Understand the strengths and weaknesses of popular AI writers like ChatGPT, Claude, and Google Gemini. Find the perfect tools for your content needs. Unlock Your AI Writing Flow: Discover techniques for getting the best results from your AI partner, balancing creative input with AI-generated output. Craft Compelling Short-Form Content: Conquer the world of social media with AI-powered posts, captions, and ad copy tailored for maximum engagement on each platform. Elevate Long-Form with AI: Generate attention-grabbing blog posts, newsletters, and even e-books, all infused with your unique expertise and industry insights. Streamline and Repurpose: AI can help you turn a single blog post into weeks' worth of social media content, engaging email drips, and attention-grabbing visuals. Master AI-Powered Curation Find and share industry-leading content strategically, adding your commentary and establishing authority. The Ideal Reader Archetype Generator: Uncover the hidden desires and pain points of your target audience – transforming your content from generic to laser-targeted with the power of AI. AI for Sales and Persuasive Copy: Write landing pages that convert, emails that nurture prospects, and proposals that win. AI and the Future of SEO: Stay ahead of the curve with strategies for optimizing content in a world where search engines are just as reliant on AI. This book will also address: Common myths and misconceptions about AI content creation Ethical considerations and responsible use of AI tools Tips for creating content that builds trust and connection – the qualities no AI can fully replace. "AI Content Marketing" is designed for: Business owners and solopreneurs seeking to attract more leads and boost sales Content marketers and creators wanting to improve their efficiency and workflow Marketing teams aiming to build brand awareness and thought leadership with less stress Anyone eager to master the tools and strategies that will define the future of content marketing Say goodbye to writer's block and hello to a streamlined content creation process. Get ready to transform your business results with the power of AI and content that resonates!

Download or read book Artificial Intelligence for Supporting Human Cognition and Exploratory Learning in the Digital Age written by Pedro Isaias and published by Springer Nature. This book was released on with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Predictive Edge written by Alejandro Lopez-Lira and published by John Wiley & Sons. This book was released on 2024-07-02 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use ChatGPT to improve your analysis of stock markets and securities In The Predictive Edge: Outsmart the Market Using Generative AI and ChatGPT in Financial Forecasting, renowned AI and finance researcher Dr. Alejandro Lopez-Lira delivers an engaging and insightful new take on how to use large language models (LLMs) like ChatGPT to find new investment opportunities and make better trading decisions. In the book, you’ll learn how to interpret the outputs of LLMs to craft sounder trading strategies and incorporate market sentiment into your analyses of individual securities. In addition to a complete and accessible explanation of how ChatGPT and other LLMs work, you’ll find: Discussions of future trends in artificial intelligence and finance Strategies for implementing new and soon-to-come AI tools into your investing strategies and processes Techniques for analyzing market sentiment using ChatGPT and other AI tools A can’t-miss playbook for taking advantage of the full potential of the latest AI advancements, The Predictive Edge is a fully to-date and exciting exploration of the intersection of tech and finance. It will earn a place on the bookshelves of individual and professional investors everywhere.

Download or read book Goodbye Trust written by Dick Stroud and published by Dick Stroud Ventures. This book was released on 2024-07-24 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: A healthy and prosperous society needs efficient and trusted institutions. Yet the West is experiencing plummeting levels of trust in academia, the media, politics, business, the justice system and financial regulators. Unhappiness and mental health problems are skyrocketing, especially among the young. What the hell is going on? Everybody has their pet theory – it’s because of the pandemic – social media is addling our minds – it’s all Donald Trump’s fault. Or, as Elon Musk believes, it’s the woke mind virus. You know what – I think it might be a bit more complicated. I wasn’t satisfied with these superficial explanations. After lots of research and questioning, I now understand what’s happening. Much of what I discovered is disturbing, some is scary and a few details are even amusing. These nine essays present my findings. Six focus on the institutions and additional essays explore language manipulation and the new moral and political divides. The final essay examines those common afflictions destroying our institutions to make sense of it all. This haemorrhaging of trust has disturbing consequences and the ‘woke’ explanation for what’s happening doesn’t begin to address the complexity of the situation. Sadly, good old-fashioned incompetence, deceit and vanity are to blame.

Download or read book LLMs and Generative AI for Healthcare written by Kerrie Holley and published by "O'Reilly Media, Inc.". This book was released on 2024-08-20 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large language models (LLMs) and generative AI are rapidly changing the healthcare industry. These technologies have the potential to revolutionize healthcare by improving the efficiency, accuracy, and personalization of care. This practical book shows healthcare leaders, researchers, data scientists, and AI engineers the potential of LLMs and generative AI today and in the future, using storytelling and illustrative use cases in healthcare. Authors Kerrie Holley, former Google healthcare professionals, guide you through the transformative potential of large language models (LLMs) and generative AI in healthcare. From personalized patient care and clinical decision support to drug discovery and public health applications, this comprehensive exploration covers real-world uses and future possibilities of LLMs and generative AI in healthcare. With this book, you will: Understand the promise and challenges of LLMs in healthcare Learn the inner workings of LLMs and generative AI Explore automation of healthcare use cases for improved operations and patient care using LLMs Dive into patient experiences and clinical decision-making using generative AI Review future applications in pharmaceutical R&D, public health, and genomics Understand ethical considerations and responsible development of LLMs in healthcare "The authors illustrate generative's impact on drug development, presenting real-world examples of its ability to accelerate processes and improve outcomes across the pharmaceutical industry."--Harsh Pandey, VP, Data Analytics & Business Insights, Medidata-Dassault Kerrie Holley is a retired Google tech executive, IBM Fellow, and VP/CTO at Cisco. Holley's extensive experience includes serving as the first Technology Fellow at United Health Group (UHG), Optum, where he focused on advancing and applying AI, deep learning, and natural language processing in healthcare. Manish Mathur brings over two decades of expertise at the crossroads of healthcare and technology. A former executive at Google and Johnson & Johnson, he now serves as an independent consultant and advisor. He guides payers, providers, and life sciences companies in crafting cutting-edge healthcare solutions.

Download or read book ChatGPT for Beginners written by Dr Eli Vate and published by Tarun Bhandari. This book was released on with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover how to make ChatGPT your everyday assistant! This guide is designed especially for beginners and seniors and anyone else who may not be comfortable with using this new technology but may have heard all about it and may want be keep themselves abreast of it. It provides easy, step-by-step instructions on how to use ChatGPT effectively in every day life tasks that will help you get comfortable and proficient at using it—from writing emails and generating creative ideas to planning meals, learning new skills, and staying organized. You'll also find practical examples, follow-up prompts, pro tips, and essential safety guidelines for using AI responsibly. Let this guide help you unlock the potential of your creativity leveraging ChatGPT to enrich your daily life and make everyday tasks easier!

Download or read book Essential Guide to LLMOps written by RYAN. DOAN and published by Packt Publishing Ltd. This book was released on 2024-07-31 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the secrets to mastering LLMOps with innovative approaches to streamline AI workflows, improve model efficiency, and ensure robust scalability, revolutionizing your language model operations from start to finish Key Features Gain a comprehensive understanding of LLMOps, from data handling to model governance Leverage tools for efficient LLM lifecycle management, from development to maintenance Discover real-world examples of industry cutting-edge trends in generative AI operation Purchase of the print or Kindle book includes a free PDF eBook Book Description The rapid advancements in large language models (LLMs) bring significant challenges in deployment, maintenance, and scalability. This Essential Guide to LLMOps provides practical solutions and strategies to overcome these challenges, ensuring seamless integration and the optimization of LLMs in real-world applications. This book takes you through the historical background, core concepts, and essential tools for data analysis, model development, deployment, maintenance, and governance. You’ll learn how to streamline workflows, enhance efficiency in LLMOps processes, employ LLMOps tools for precise model fine-tuning, and address the critical aspects of model review and governance. You’ll also get to grips with the practices and performance considerations that are necessary for the responsible development and deployment of LLMs. The book equips you with insights into model inference, scalability, and continuous improvement, and shows you how to implement these in real-world applications. By the end of this book, you’ll have learned the nuances of LLMOps, including effective deployment strategies, scalability solutions, and continuous improvement techniques, equipping you to stay ahead in the dynamic world of AI. What you will learn Understand the evolution and impact of LLMs in AI Differentiate between LLMOps and traditional MLOps Utilize LLMOps tools for data analysis, preparation, and fine-tuning Master strategies for model development, deployment, and improvement Implement techniques for model inference, serving, and scalability Integrate human-in-the-loop strategies for refining LLM outputs Grasp the forefront of emerging technologies and practices in LLMOps Who this book is for This book is for machine learning professionals, data scientists, ML engineers, and AI leaders interested in LLMOps. It is particularly valuable for those developing, deploying, and managing LLMs, as well as academics and students looking to deepen their understanding of the latest AI and machine learning trends. Professionals in tech companies and research institutions, as well as anyone with foundational knowledge of machine learning will find this resource invaluable for advancing their skills in LLMOps.

Download or read book AI Assisted Programming written by Tom Taulli and published by "O'Reilly Media, Inc.". This book was released on 2024-04-10 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get practical advice on how to leverage AI development tools for all stages of code creation, including requirements, planning, design, coding, debugging, testing, and documentation. With this book, beginners and experienced developers alike will learn how to use a wide range of tools, from general-purpose LLMs (ChatGPT, Gemini, and Claude) to code-specific systems (GitHub Copilot, Tabnine, Cursor, and Amazon CodeWhisperer). You'll also learn about more specialized generative AI tools for tasks such as text-to-image creation. Author Tom Taulli provides a methodology for modular programming that aligns effectively with the way prompts create AI-generated code. This guide also describes the best ways of using general purpose LLMs to learn a programming language, explain code, or convert code from one language to another. This book examines: The core capabilities of AI-based development tools Pros, cons, and use cases of popular systems such as GitHub Copilot and Amazon CodeWhisperer Ways to use ChatGPT, Gemini, Claude, and other generic LLMs for coding Using AI development tools for the software development lifecycle, including requirements, planning, coding, debugging, and testing Prompt engineering for development Using AI-assisted programming for tedious tasks like creating regular expressions, starter code, object-oriented programming classes, and GitHub Actions How to use AI-based low-code and no-code tools, such as to create professional UIs

Download or read book Google Workspace For Dummies written by Paul McFedries and published by John Wiley & Sons. This book was released on 2024-05-13 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: Easy advice for getting the most out of Google Workspace for school, work, or personal use Google Workspace For Dummies is here to show you the tips and tricks for upping your productivity with Google's cloud-based software suite. This book includes jargon-free instructions on using Gmail, Calendar, Docs, Sheets, Drive, Chat, and Meet. You'll learn about the AI features, updated security, compatibility with other apps, picture-in-picture capability for video meetings, and beyond. Plus, you'll get info on Google's Forms and Notes feature that makes it simple to gather and share data and stay up-to-date with your team. It's easier than ever to collaborate securely in the cloud, thanks to this Dummies book. Learn how to collaborate with colleagues in real time using the programs that come with Google Workspace Create and edit contacts, and set up video meetings Work on slides, spreadsheets, and documents Discover tips and tricks to increase productivity and keep your work secure Google Workspace For Dummies is a must for business users and workers who use Google applications on the job. Casual users and students, you'll love it, too.

Download or read book Large Language Model Based Solutions written by Shreyas Subramanian and published by John Wiley & Sons. This book was released on 2024-04-02 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to build cost-effective apps using Large Language Models In Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications, Principal Data Scientist at Amazon Web Services, Shreyas Subramanian, delivers a practical guide for developers and data scientists who wish to build and deploy cost-effective large language model (LLM)-based solutions. In the book, you'll find coverage of a wide range of key topics, including how to select a model, pre- and post-processing of data, prompt engineering, and instruction fine tuning. The author sheds light on techniques for optimizing inference, like model quantization and pruning, as well as different and affordable architectures for typical generative AI (GenAI) applications, including search systems, agent assists, and autonomous agents. You'll also find: Effective strategies to address the challenge of the high computational cost associated with LLMs Assistance with the complexities of building and deploying affordable generative AI apps, including tuning and inference techniques Selection criteria for choosing a model, with particular consideration given to compact, nimble, and domain-specific models Perfect for developers and data scientists interested in deploying foundational models, or business leaders planning to scale out their use of GenAI, Large Language Model-Based Solutions will also benefit project leaders and managers, technical support staff, and administrators with an interest or stake in the subject.