Название: Ultimate ChatGPT Handbook for Enterprises: Transform the Enterprise Landscape by Leveraging AI Capabilities, Prompt Engineering, GPT Solution-Cycles of ChatGPT with Python and Java
Автор: Harald Gunia, Massimiliano Zattera, Karolina Galinska
Издательство: Orange Education Pvt Ltd, AVA
Год: November 2023
Страниц: 616
Язык: английский
Формат: epub (true)
Размер: 16.9 MB

Empowering the Global Workforce with ChatGPT Expertise. The first chapter provides a solid foundation by tracing the evolution of GPT models and exploring the strides towards Artificial General Intelligence (AGI) and Generative AI made by GPT-4 and its plugin ecosystem. The narrative then introduces the CapabilityGPT framework, a practical methodology for leveraging the expansive capabilities of ChatGPT in enterprise settings. We then delve into the collaborative dynamics between humans and AI across various enterprise roles and explore architectural patterns to guide the adoption of Generative AI in the enterprise IT landscape. Detailed discussions around advanced GPT prompt engineering techniques and prompt-based intelligent assistants offer an accelerated pathway to creating robust AI solutions. In the concluding chapters, the focus shifts to the practical execution of agile GPT projects, drawing from the rich experience of the authors acquired during multiple pioneering GPT engagements, alongside hands-on applications through frameworks like LangChain and predictive-powers for Python and Java developers respectively.

Название: Understanding Large Language Models: Learning Their Underlying Concepts and Technologies
Автор: Thimira Amaratunga
Издательство: Apress
Год: 2023
Страниц: 166
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.2 MB

This book will teach you the underlying concepts of large language models (LLMs), as well as the technologies associated with them. The book starts with an introduction to the rise of conversational AIs such as ChatGPT, and how they are related to the broader spectrum of large language models. From there, you will learn about Natural Language Processing (NLP), its core concepts, and how it has led to the rise of LLMs. Next, you will gain insight into transformers and how their characteristics, such as self-attention, enhance the capabilities of language modeling, along with the unique capabilities of LLMs. The book concludes with an exploration of the architectures of various LLMs and the opportunities presented by their ever-increasing capabilities―as well as the dangers of their misuse. After completing this book, you will have a thorough understanding of LLMs and will be ready to take your first steps in implementing them into your own projects. Anyone interested in learning the foundational concepts of NLP, LLMs, and recent advancements of Deep Learning.

Название: The Complete Obsolete Guide to Generative AI (MEAP v3)
Автор: David Clinton
Издательство: Manning Publications
Год: 2023
Страниц: 200
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

The last book on AI you’ll ever need. We swear! How do you keep up with a topic that changes day to day? It seems like whatever you learned about artificial intelligence at lunchtime is obsolete by dinner. That means you have two choices. You can give up in frustration or you can learn what’s long-lasting about generative AI: the what and the why—even as how you use it continues to evolve. The Complete Obsolete Guide to Generative AI is a lighthearted look at programming with AI, as well as a rock-solid resource for getting the best out of these insanely powerful services. Let it be your guide to creating images and presentations, working with data feeds, prompt engineering, and much more. Going far deeper than any Medium article, this book gives you the tools you need to work better, faster, and smarter with AI, while making peace with your new robot overlords at the same time. AI technology moves so fast that this book is probably already out of date! But don’t worry—The Complete Obsolete Guide to Generative AI is still an essential read for anyone who wants to make generative AI into a tool rather than a toy. It shows you how to get the best out of AI no matter what changes come in the future. You’ll be able to use common automation and scripting tools to take AI to a new level, and access raw (and powerful) GPT models via API. For Python programmers at any level who want to turbo-charge their results.

Название: Machine Learning, Blockchain, and Cyber Security in Smart Environments
Автор: Tanwar, Sarvesh
Издательство:Taylor and Francis Ltd
Год:2022
Формат: PDF
Страниц: 220
Размер: 28,8 МБ
Язык: English

Machine Learning, Cyber Security, and Blockchain in Smart Environment: Application and Challenges provides far-reaching insights into the recent techniques forming the backbone of smart environments, and addresses the vulnerabilities that give rise to the challenges in real-word implementation. The book focuses on the benefits related to the emerging applications such as machine learning, blockchain and cyber security.

Название: LLMs in Production (MEAP v1)
Автор: Christopher Brousseau, Matthew Sharp
Издательство: Manning Publications
Год: 2023
Страниц: 152
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Learn how to put Large Language Model-based applications into production safely and efficiently. Large Language Models (LLMs) are the foundation of AI tools like ChatGPT, LLAMA and Bard. This practical book offers clear, example-rich explanations of how LLMs work, how you can interact with them, and how to integrate LLMs into your own applications. LLMs in Production delivers vital insights into delivering MLOps for LLMs. You’ll learn how to operationalize these powerful AI models for chatbots, coding assistants, and more. Find out what makes LLMs so different from traditional software and ML, discover best practices for working with them out of the lab, and dodge common pitfalls with experienced advice. LLMs in Production is the comprehensive guide to LLMs you’ll need to effectively guide one to production usage. It takes you through the entire lifecycle of an LLM, from initial concept, to creation and fine tuning, all the way to deployment. Learn to properly establish deployment infrastructure and address common challenges like retraining and load testing. Finally, you’ll go hands-on with three exciting example projects: a cloud-based LLM chatbot, a Code Completion VSCode Extension, and deploying LLM to edge devices like Raspberry Pi. By the time you’re done reading, you’ll be ready to start developing LLMs and effectively incorporating them into software. For data scientists and ML engineers, who know Python and the basics of Kubernetes and cloud deployment.

Название: Машинное обучение доступным языком
Автор: Елена Капаца
Издательство: Автор
Год: 2023
Язык: русский
Формат: pdf, fb2. epub
Размер: 11.2 MB

Краткий гайд для новичков по машинному и глубокому обучению с разбором кода. Здесь вы найдете необходимый минимум по предмету, истолкованный языком, понятным школьнику. Некоторые разделы написаны с помощью chatGPT. По прочтении вы избавитесь от страха перед технологией и освоите базовый инструментарий подготовки данных, их загрузке в модель и ее донастройки. Подходит студентам технических специальностей. Приступая к изучению машинного обучения, студенты легко и непринужденно добиваются… запутанности. Пара-тройка непонятных терминов или неясностей при расчете – и все: мозг теряет нить и начинает воспринимать “по диагонали”. Продираться через непонятное довольно трудоёмко. Не каждый день у нас есть ресурс догугливать непонятное. Не каждый запрос в Google даст лаконичный понятный ответ. Моя задача – описать детали этой мозаики языком, понятным старшекласснику. Я намеренно буду избегать формул, потому что знаю: каждая из них сокращает число читателей. Однако в книге будет код, и он будет расширенно комментироваться. Минимальное требование к читателю – знание основ Python. Книга фокусируется на машинном обучении, и потому останавливаться на терминах вроде “переменной” и “списка” я не буду.

Название: Quantum Computing: Circuits, Systems, Automation and Applications
Автор: Himanshu Thapliyal, Travis Humble
Издательство: Springer
Год: 2024
Страниц: 183
Язык: английский
Формат: pdf (true), epub
Размер: 19.6 MB

This book provides readers with the current state-of-the-art research and technology on quantum computing. The authors provide design paradigms of quantum computing. Topics covered include multi-programming mechanisms on near-term quantum computing, Lagrange interpolation approach for the general parameter-shift rule, architecture-aware decomposition of quantum circuits, software for massively parallel quantum computing, Machine Learning in quantum annealing processors, quantum annealing for real-world machine learning applications, queuing theory models for (Fault-Tolerant) quantum circuits, machine learning for quantum circuit reliability assessment, and side-channel leakage in Suzuki stack circuits. Quantum computing is an elegant fusion between computer science and principles of quantum physics to facilitate calculations. It promises an excellent computational capacity that is intractable for classical computers to solve challenging problems, including materials science, information science, computer science, mathematical science, and others. The QB SDK is designed for ease of integration into a range of performance-critical environments: HPC, cloud, GPU workstations and even embedded/edge systems. The SDK’s high-performance core and bundled simulators are implemented in C++. It provides hybrid and pure-quantum programming interfaces in both C++ and Python, with an extensive language binding module for Python included.

Название: Ian Talks Python A-Z
Автор: Ian Eress
Издательство: Independently published
Год: 2023
Страниц: 397
Язык: английский
Формат: pdf, azw3, epub (true), mobi
Размер: 10.2 MB

Unlock the mysteries of Python programming with this guide to the key concepts and definitions. From famous programmers and libraries to data science and web development, this book provides a clear and accessible reference to the field of Python programming. Written for beginners, it is the perfect resource for anyone looking to deepen their understanding of this rapidly evolving field. With clear explanations, this book is your go-to reference for all things Python.

Название: Soft Computing Techniques in Connected Healthcare Systems
Автор: Moolchand Sharma, Suman Deswal, Umesh Gupta
Издательство: CRC Press
Год: 2024
Страниц: 313
Язык: английский
Формат: pdf (true)
Размер: 24.9 MB

This book provides an examination of applications of soft computing techniques related to healthcare systems and can be used as a reference guide for assessing the roles of various techniques. Soft Computing Techniques in Connected Healthcare Systems presents soft computing techniques and applications used in healthcare systems, along with the latest advancements. The authors examine how connected healthcare is the essence of combining a practical operative procedure of interconnectedness of electronic health records, mHealth, clinical informatics, electronic data exchange, practice management solutions, and pharmacy management. The book focuses on different soft computing techniques, such as artificial neural networks (ANNs), fuzzy logic, genetic algorithms (GAs), Machine Learning (ML), and Natural Language Processing (NLP), which will enhance services in connected health systems, such as remote diagnosis and monitoring, medication monitoring devices, identifying and treating the underlying causes of disorders and diseases, improved access to specialists, and lower healthcare costs. The chapters also examine descriptive, predictive, and social network techniques and discuss analytical tools and the important role they play in enhancing the services to connected healthcare systems. Finally, the authors address real-time challenges with real-world case studies to enhance the comprehension of topics. This book is intended for under graduate and graduate students, researchers, and practicing professionals in the field of connected healthcare. It provides an overview for beginners while also addressing professionals in the industry on the importance of soft computing approaches in connected healthcare systems.

Название: Transformer, BERT, and GPT3 : Including ChatGPT and Prompt Engineering
Автор: Oswald Campesato
Издательство: Mercury Learning and Information
Год: 2024
Страниц: 379
Язык: английский
Формат: pdf (true)
Размер: 25.3 MB

This book provides a comprehensive group of topics covering the details of the Transformer architecture, BERT models, and the GPT series, including GPT-3 and GPT-4. Spanning across ten chapters, it begins with foundational concepts such as the attention mechanism, then tokenization techniques, explores the nuances of Transformer and BERT architectures, and culminates in advanced topics related to the latest in the GPT series, including ChatGPT. Key chapters provide insights into the evolution and significance of attention in deep learning, the intricacies of the Transformer architecture, a two-part exploration of the BERT family, and hands-on guidance on working with GPT-3. The concluding chapters present an overview of ChatGPT, GPT-4, and visualization using generative AI. In addition to the primary topics, the book also covers influential AI organizations such as DeepMind, OpenAI, Cohere, Hugging Face, and more. Readers will gain a comprehensive understanding of the current landscape of NLP models, their underlying architectures, and practical applications. Features companion files with numerous code samples and figures from the book. Although this book is introductory in nature, some knowledge of Python 3.x with certainly be helpful for the code samples. Knowledge of other programming languages (such as Java) can also be helpful because of the exposure to programming concepts and constructs. This book is intended primarily for people who have a basic knowledge of Machine Learning or software developers who are interested in working with LLMs.