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 Название: Text Mining Approaches for Biomedical Data
Автор: Aditi Sharan, Nidhi Malik, Hazra Imran, Indira Ghosh
Издательство: Springer
Серия: Transactions on Computer Systems and Networks
Год: 2024
Страниц: 438
Язык: английский
Формат: pdf (true), epub
Размер: 102.8 MB
The book 'Text Mining Approaches for Biomedical Data' delves into the fascinating realm of text mining in healthcare. It provides an in-depth understanding of how Artificial Intelligence (AI) and Machine Learning (ML) are revolutionizing healthcare research and patient care. The book covers a wide range of topics such as mining textual data in biomedical and health databases, analyzing literature and clinical trials, and demonstrating various applications of text mining in healthcare. This book is a guide for effectively representing textual data using vectors, knowledge graphs, and other advanced techniques. It covers various text mining applications, building descriptive and predictive models, and evaluating them. Additionally, it includes building Machine Learning models using textual data, covering statistical and Deep Learning approaches. Deep Learning architectures have become increasingly popular in recent years for various Natural Language Processing (NLP) tasks, including NER (Named Entity Recognition) task. Deep Learning architectures, such as convolutional neural networks (CNNs) and recurrent neural networks (RNNs), can learn complex relationships between input data and output labels, making them well-suited for NER tasks. In this subsection, we will present a comprehensive overview of the various Deep Learning models that have been applied to the task of NER. This book is designed to be a valuable reference for Computer Science professionals, researchers in the biomedical field, and clinicians. It provides practical guidance and promotes collaboration between different disciplines. Therefore, it is a must-read for anyone who is interested in the intersection of text mining and healthcare. | |
Разместил: Ingvar16 4-09-2024, 14:29 | Комментарии: 0 | Подробнее
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Название: Linux и Go. Эффективное низкоуровневое программирование. 2-е издание
Автор: Цилюрик Олег Иванович
Издательство: БХВ-Петербург
Год: 2024
Формат: PDF
Страниц: 386
Размер: 36 Mb
Язык: Русский
Книга содержит вводный курс по языку Go для системного программирования, описывает применение Go для реализации конкурентности и параллелизма, рассказывает об интероперабельности между имеющимся кодом на C с новым кодом на Go, а также исследует возможности внедрения Go для повышения производительности различных дистрибутивов. Второе издание содержит описание языка Go в версии 1.2 и описание реализации TinyGo, дополнительно приведены новые примеры использования языка.
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Разместил: Chipa 4-09-2024, 14:05 | Комментарии: 0 | Подробнее
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 Название: Использование приложения MS Excel для моделирования различных задач
Автор: Кильдишов В.Д.
Издательство: СОЛОН-Пресс
Год: 2019
Cтраниц: 156
Формат: pdf
Размер: 32 мб
Язык: русский
Книга является практическим руководством по моделированию задач с использованием приложения MS Excel. Книга предназначена для школьников, студентов и преподавателей, которые хотят быть знакомы с MS Excel «на Вы», а также научиться моделированию, разработке моделей, алгоритмов и программ. Прочитав эту книгу, Вы научитесь использовать возможности MS Excel, о которых ранее не знали. | |
Разместил: rivasss 4-09-2024, 11:19 | Комментарии: 0 | Подробнее
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 Название: Introduction to Modern Scientific Programming and Numerical Methods
Автор: Lubos Brieda, Joseph Wang, Robert Martin
Издательство: CRC Press
Год: 2025
Страниц: 475
Язык: английский
Формат: pdf (true), epub
Размер: 22.9 MB
The ability to use computers to solve mathematical relationships is a fundamental skill for anyone planning for a career in science or engineering. For this reason, numerical analysis is part of the core curriculum for just about every undergraduate physics and engineering department. But for most physics and engineering students, practical programming is a self-taught process. This book introduces the reader not only to the mathematical foundation but also to the programming paradigms encountered in modern hybrid software-hardware scientific computing. After completing the text, the reader will be well-versed in the use of different numerical techniques, programming languages, and hardware architectures, and will be able to select the appropriate software and hardware tool for their analysis. Key Features: Includes examples of solving numerical problems in multiple programming languages, including MATLAB, Python, Fortran, C++, Arduino, javascript, and Verilog. Provides an introduction to modern high performance computing technologies including multithreading, distributed computing, GPUs, microcontrollers, FPGAs, and web “cloud computing”. Contains an overview of numerical techniques not found in other introductory texts including particle methods, finite volume and finite element methods, Vlasov solvers, molecular dynamics. | |
Разместил: Ingvar16 4-09-2024, 08:44 | Комментарии: 0 | Подробнее
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 Название: Ultimate iOS App Development Guide: Master iOS App Development by Building Five End-to-End iOS Applications Using Swift, Xcode, HealthKit, and CoreML
Автор: Surabhi Chopada
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 238
Язык: английский
Формат: pdf, epub
Размер: 19.9 MB
Build Your Dream iOS Apps: A Project-Based Learning Approach. Ultimate iOS App Development Guide is your gateway to the dynamic world of iOS App development and guides you through the core concepts and techniques essential for iOS app creation. Each chapter delves into crucial components of iOS development, with clear explanations and practical examples to apply your knowledge in real-world scenarios. Structured into 10 chapters, the book begins with fundamental concepts, providing a solid foundation for beginners. Each subsequent chapter builds on this foundation with practical projects, blending theoretical iOS and Swift concepts with hands-on implementation. These carefully selected projects are designed to develop your application development skills, whether you're a novice or looking to deepen your expertise. This book serves as a robust resource, supporting your growth as an iOS developer. This book is tailored for budding iOS developers seeking a solid foundation, senior developers aiming to broaden their expertise, or mobile app architects looking to deepen their skills in iOS app development. This book bridges the gap between theoretical knowledge and practical application, making it a valuable resource for those aspiring to excel in the iOS domain. A basic understanding of programming concepts and familiarity with macOS would be a plus to understand this book better. | |
Разместил: Ingvar16 4-09-2024, 08:18 | Комментарии: 0 | Подробнее
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 Название: Java for Beginners: Build Your Dream Tech Career with Engaging Lessons and Projects
Автор: Swift Learning Publication
Издательство: Swift Learning Publication
Год: 2024
Страниц: 217
Язык: английский
Формат: azw3
Размер: 10.1 MB
Dive into the world of Java with our beginner-friendly guide! Java for Beginners: Build Your Dream Tech Career with Engaging Lessons and Projects offers the first step towards a tech career. Whether you’re worried about starting from scratch or doubting your ability to pivot into tech, this guide is your gateway to mastering Java programming. Forget the myths that programming is too complex or requires prior experience. This book breaks down Java into accessible, bite-sized hands-on lessons, allowing you to learn at your pace and fit learning into your busy schedule. Discover how to: - Transition from novice to confident Java programmer; - Learn with a blend of theory and practical exercises to ease you into Java programming; - Future-proof your career with in-demand Java skills. Whether you’ve had challenges with programming before or are starting fresh, this guide is your ticket to a fulfilling tech career. Empower yourself to turn curiosity into expertise and dreams into reality. | |
Разместил: Ingvar16 4-09-2024, 07:32 | Комментарии: 0 | Подробнее
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 Название: Professional REST API Development with Flask and Python: Mastering API Creation Using Python, Flask, Docker, Flask-Smorest, and Flask-SQLAlchemy
Автор: R. Parvin
Издательство: Independently published
Год: 2024
Страниц: 672
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
Embark on a journey to become a proficient REST API developer with this comprehensive guide, tailored for Python enthusiasts and aspiring backend engineers. This book takes you step-by-step through the entire API development lifecycle, from foundational concepts to advanced techniques, empowering you to build robust, scalable, and secure APIs that power modern web applications. In this comprehensive guide, you’ll embark on a journey to master the art of creating robust, scalable, and well-structured REST APIs using the powerful combination of Python, Flask, and essential tools like Docker, Flask-Smorest, and Flask-SQLAlchemy. Who This Book Is For: - Python Developers: If you’re comfortable with Python and want to expand your skills into the world of API development, this book is perfect for you; - Web Developers: Whether you’re familiar with Flask or other web frameworks, you’ll gain valuable insights into building APIs that power modern web applications; - Backend Engineers: Enhance your backend development expertise by mastering the creation of RESTful APIs that serve as the backbone of various applications. Unlock the potential of Flask and Python to build professional-grade REST APIs that drive innovation and connectivity in the digital world. Get your copy today and embark on your journey to becoming a proficient API developer! | |
Разместил: Ingvar16 3-09-2024, 14:55 | Комментарии: 0 | Подробнее
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 Название: ATDD – Разработка программного обеспечения через приемочные тесты
Автор: М. Гэртнер
Издательство: ДMK
Год: 2013
Страниц: 231
Формат: pdf/djvu
Размер: 26 мб
Язык: Русский
Применяя методику разработки через приемочные тесты (ATDD), заказчики, разработчики и тестировщики получают возможность совместно сформулировать тестопригодные требования, что позволяет создавать высококачественное программное обеспечение в сжатые сроки. Однако на практике многие не понимают, в чем истинный смысл ATDD. Настоящая книга – первое практическое руководство начального уровня по внедрению и успешному применению этой методики. | |
Разместил: rivasss 3-09-2024, 12:34 | Комментарии: 0 | Подробнее
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 Название: AI and Data Engineering Solutions for Effective Marketing
Автор: Lhoussaine Alla, Aziz Hmioui, Badr Bentalha
Издательство: IGI Global
Год: 2024
Страниц: 520
Язык: английский
Формат: pdf (true), epub
Размер: 26.4 MB
In the world of contemporary marketing, a challenge exists - the relationship between data engineering, Artificial Intelligence (AI), and the essential elements of effective marketing. Businesses find themselves at a crossroads, grappling with the imperative to navigate this complex landscape. This challenge serves as the backdrop for the exploration in AI and Data Engineering Solutions for Effective Marketing, a comprehensive reference tailored for academic scholars. Seamlessly integrating theoretical models with real-world applications, the book delves into critical facets of strategic and operational marketing. From the adoption of Data Science techniques to grappling with Big Data's vast potential, it offers a guide for academics seeking profound insights into the future of marketing strategies and their efficient execution. Designed for researchers, practitioners, and students with an interest in the intersection of Artificial Intelligence, data engineering, and marketing, this book serves as a guide for implementing new marketing management solutions and optimizing their operational efficiency. While the primary audience is researchers and practitioners in the field, the book is also tailored to benefit students seeking a deep understanding of the latest developments in marketing. | |
Разместил: Ingvar16 3-09-2024, 05:42 | Комментарии: 0 | Подробнее
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 Название: No-Code: AI Concepts and Applications in Machine Learning, Visualization, and Cloud Platforms
Автор: Min Soo Kang, Sung Yul Park, Myung-Ae Chung, Dong-hun Han
Издательство: World Scientific Publishing
Год: 2024
Страниц: 403
Язык: английский
Формат: pdf (true)
Размер: 134.8 MB
This book is a beginner-friendly guide to Artificial Intelligence (AI), ideal for those with no technical background. It introduces AI, Machine Learning, and Deep Learning basics, focusing on no-code methods for easy understanding. The book also covers data science, data mining, and big data processing, maintaining a no-code approach throughout. Practical applications are explored using no-code platforms like Microsoft Azure Machine Learning and AWS SageMaker. Readers are guided through step-by-step instructions and real-data examples to apply learning algorithms without coding. Additionally, it includes the integration of business intelligence tools like Power BI and AWS QuickSight into machine learning projects.This guide bridges the gap between AI theory and practice, making it a valuable resource for beginners in the field. | |
Разместил: Ingvar16 3-09-2024, 04:55 | Комментарии: 0 | Подробнее
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