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 Название: Wellness Management Powered by AI Technologies
Автор: Bharat Bhushan, Akib Khanday, Khursheed Aurangzeb, Sudhir Kumar Sharma
Издательство: Wiley-Scrivener
Год: 2025
Страниц: 431
Язык: английский
Формат: pdf (true)
Размер: 25.7 MB
This book is an essential resource on the impact of AI in medical systems, helping readers stay ahead in the modern era with cutting-edge solutions, knowledge, and real-world case studies. Wellness Management Powered by AI Technologies explores the intricate ways Machine Learning and the Internet of Things (IoT) have been woven into the fabric of healthcare solutions. From smart wearable devices tracking vital signs in real time to ML-driven diagnostic tools providing accurate predictions, readers will gain insights into how these technologies continually reshape healthcare. The book begins by examining the fundamental principles of Machine Learning and IoT, providing readers with a solid understanding of the underlying concepts. Through clear and concise explanations, readers will grasp the complexities of the algorithms that power predictive analytics, disease detection, and personalized treatment recommendations. In parallel, they will uncover the role of IoT devices in collecting data that fuels these intelligent systems, bridging the gap between patients and practitioners. | |
Разместил: Ingvar16 27-01-2025, 03:38 | Комментарии: 0 | Подробнее
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 Название: Introduction to Python and Large Language Models: A Guide to Language Models
Автор: Dilyan Grigorov
Издательство: Apress
Год: 2024
Страниц: 395
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB
Gain a solid foundation for Natural Language Processing (NLP) and Large Language Models (LLMs), emphasizing their significance in today’s computational world. This book is an introductory guide to NLP and LLMs with Python programming. The book starts with the basics of NLP and LLMs. It covers essential NLP concepts, such as text preprocessing, feature engineering, and sentiment analysis using Python. The book offers insights into Python programming, covering syntax, data types, conditionals, loops, functions, and object-oriented programming. Next, it delves deeper into LLMs, unraveling their complex components. You’ll learn about LLM elements, including embedding layers, feedforward layers, recurrent layers, and attention mechanisms. You’ll also explore important topics like tokens, token distributions, zero-shot learning, LLM hallucinations, and insights into popular LLM architectures such as GPT-4, BERT, T5, PALM, and others. Additionally, it covers Python libraries like Hugging Face, OpenAI API, and Cohere. The final chapter bridges theory with practical application, offering step-by-step examples of coded applications for tasks like text generation, summarization, language translation, question-answering systems, and chatbots. In the end, this book will equip you with the knowledge and tools to navigate the dynamic landscape of NLP and LLMs. For data analysts, AI and Machine Learning Experts, Python developers, and Software Development Professionals interested in learning the foundations of NLP, LLMs, and the processes of building modern LLM applications for various tasks. | |
Разместил: Ingvar16 27-01-2025, 01:47 | Комментарии: 0 | Подробнее
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 Название: Building Web APIs with ASP.NET Core (Final)
Автор: Valerio De Sanctis
Издательство: Manning Publications
Год: 2023
Страниц: 474
Язык: английский
Формат: pdf (true), epub (true), mobi
Размер: 35.2 MB, 25.9 MB
Build fully-featured APIs with ASP.NET Core! This all-practical guide is written like a real development project, taking you hands-on with modern APIs utilizing REST and GraphQL standards. Building Web APIs with ASP.NET Core is a practical beginner’s guide to creating your first web APIs using ASP.NET Core. In it, you’ll develop an API that feeds web-based services, including websites and mobile apps, for a board games application. The book is cleverly structured to mirror a real-world development project, with each chapter introducing a new feature request. You’ll build your API with an ecosystem of ASP.NET Core tools that help simplify everything from setting up your data model to generating documentation. Web APIs are the front door to an application, providing controlled access to its data and features. ASP.NET Core, Microsoft’s web framework, simplifies and accelerates API creation with powerful, developer-friendly features, including an innovative “no compile” coding experience. It is reliable, fast, free, open-source, and backed by Microsoft’s legendary support. | |
Разместил: Ingvar16 27-01-2025, 01:01 | Комментарии: 0 | Подробнее
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 Название: Python Machine Learning By Example
Автор: Liu Yuxi
Издательство: Packt Publishing
Год: 2024
Формат: pdf
Страниц: 519
Размер: 31.9 Мб
Язык: английский
Author Yuxi (Hayden) Liu teaches machine learning from the fundamentals to building NLP transformers and multimodal models with best practice tips and real-world examples using PyTorch, TensorFlow, scikit-learn, and pandas.
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Разместил: 366887 26-01-2025, 21:59 | Комментарии: 2 | Подробнее
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 Название: Angular Design Patterns and Best Practices
Автор: Neto Alvaro Camillo
Издательство: Packt Publishing
Год: 2024
Формат: epub, pdf
Страниц: 270
Размер: 16.3 Мб
Язык: английский
Unleash the full potential of Angular 17 to create more robust and feature-rich applications effortlessly. Whether you’re a web developer or a tech leader engaged in frontend development, be it for small-scale projects or large, complex systems, you’ll find this book useful to enhance both the quality and performance of your applications. Web architects seeking to design robust and adaptable frontend applications while leveraging Angular’s extensive feature set will discover valuable insights within these pages.
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Разместил: 366887 26-01-2025, 21:44 | Комментарии: 2 | Подробнее
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 Название: Understanding Natural Language Understanding
Автор: Erik Cambria
Издательство: Springer
Год: 2025
Страниц: 514
Язык: английский
Формат: pdf (true)
Размер: 18.1 MB
About half a century ago, AI pioneers like Marvin Minsky embarked on the ambitious project of emulating how the human mind encodes and decodes meaning. While today we have a better understanding of the brain thanks to neuroscience, we are still far from unlocking the secrets of the mind, especially when it comes to language, the prime example of human intelligence. “Understanding natural language understanding”, i.e., understanding how the mind encodes and decodes meaning through language, is a significant milestone in our journey towards creating machines that genuinely comprehend human language. Large language models (LLMs) such as GPT-4 have astounded us with their ability to generate coherent, contextually relevant text, seemingly bridging the gap between human and machine communication. Yet, despite their impressive capabilities, these models operate on statistical patterns rather than true comprehension. This textbook explores the current state of LLMs, their capabilities and limitations, and contrasts them with the aspirational goals of NLU. The author delves into the technical foundations required for achieving true NLU, including advanced knowledge representation, hybrid AI systems, and neurosymbolic integration. Containing exercises, a final assignment and a comprehensive quiz, the textbook is meant as a reference for courses on information retrieval, AI, NLP, data analytics, data mining and more. | |
Разместил: Ingvar16 26-01-2025, 21:08 | Комментарии: 0 | Подробнее
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 Название: javascript Programming: Versatile, Dynamic Language for Interactive Web Development and Beyond
Автор: Theophilus Edet
Издательство: CompreQuest Books
Год: September 29, 2024
Страниц: 729
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
Unleash the Full Power of javascript for Interactive Web Development. javascript has established itself as a cornerstone of modern web development, enabling developers to create dynamic, interactive experiences that have transformed the web from a static medium into a vibrant, responsive platform. This book, javascript Programming: Versatile, Dynamic Language for Interactive Web Development and Beyond, is designed to guide readers through the multifaceted nature of javascript, offering both foundational knowledge and advanced techniques for mastering the language. Whether you are a novice programmer or an experienced developer looking to deepen your expertise, this book provides a comprehensive exploration of javascript’s capabilities and real-world applications. javascript Programming: Versatile, Dynamic Language for Interactive Web Development and Beyond is your go-to resource for mastering javascript, the most widely-used language for building interactive web applications. Whether you’re new to javascript or looking to sharpen your skills, this book provides everything you need to create dynamic, responsive web experiences. | |
Разместил: Ingvar16 26-01-2025, 18:47 | Комментарии: 0 | Подробнее
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 Название: Responsible AI in Practice: A Practical Guide to Safe and Human AI
Автор: Toju Duke, Paolo Giudici
Издательство: Apress
Год: 2025
Страниц: 216
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB
This book is the first practical book on AI risk assessment and management. It will enable you to evaluate and implement safe and accurate AI models and applications. The book features risk assessment frameworks, statistical metrics and code, a risk taxonomy curated from real-world case studies, and insights into AI regulation and policy, and is an essential tool for AI governance teams, AI auditors, AI ethicists, Machine Learning (ML) practitioners, Responsible AI practitioners, and Computer Science and Data Science students building safe and trustworthy AI systems across businesses, organizations, and universities. | |
Разместил: Ingvar16 26-01-2025, 15:36 | Комментарии: 0 | Подробнее
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 Название: Игры в Scratch для детей
Автор: Трофимов П. А.
Издательство: ДMK
Год: 2019
Cтраниц: 182
Формат: pdf (ocr)
Размер: 31 мб
Язык: русский
Среда программирования Scratch является прекрасным примером для обучения программированию. Интуитивно понятный красочный интерфейс сочетается с быстрым блочным построением алгоритма. Цель этой книги – научить детей основам программирования, создавая собственные небольшие игры. От простого к сложному, понемногу осваивая новые конструкции, вы пройдёте весь путь создания проектов: от идеи до реализации. Нет ничего сложного в создании собственных игр – будь то «Марио» или «Пакман», игра в бильярд, охота на летучих мышей и др. Всех их объединяют схожие алгоритмы. В начале каждой главы описывается проект, который вы сможете сделать, решив тренировочные упражнения. Далее приводятся три задания для закрепления изученного материала. Книга ориентирована на самостоятельное изучение Scratch детьми в возрасте от 12 лет. | |
Разместил: rivasss 26-01-2025, 12:26 | Комментарии: 0 | Подробнее
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 Название: Машинное обучение. Наука и искусство построения алгоритмов, которые извлекают знания из данных
Автор: Петер Флах
Издательство: ДМК Пресс
Год: 2015
Формат: pdf
Страниц: 400
Размер: 11.0 Мб
Язык: русский
Перед вами один из самых интересных учебников по машинному обучению – разделу искусственного интеллекта, изучающего методы построения моделей, способных обучаться, и алгоритмов для их построения и обучения. Автор воздал должное невероятному богатству предмета и не упустил из виду объединяющих принципов. | |
Разместил: rivasss 26-01-2025, 09:23 | Комментарии: 0 | Подробнее
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