Название: Machine Learning and Artificial Intelligence in Healthcare Systems: Tools and Techniques
Автор: Tawseef Ayoub Shaikh, Saqib Hakak, Tabasum Rasool
Издательство: CRC Press
Год: 2023
Страниц: 357
Язык: английский
Формат: pdf (true)
Размер: 31.8 MB

This book provides applications of machine learning in healthcare systems and seeks to close the gap between engineering and medicine by combining design and problem-solving skills of engineering with health sciences to advance healthcare treatment. Machine Learning and Artificial Intelligence in Healthcare Systems: Tools and Techniques discusses AI-based smart paradigms for reliable prediction of infectious disease dynamics which can help or prevent disease transmission. It highlights the different aspects of using extended reality for diverse healthcare applications and aggregates the current state of research. The book offers intelligent models of the smart recommender system for personal well-being services and computer-aided drug discovery and design methods.

Название: Building macOS Apps With SwiftUI: A Practical Learning Guide
Автор: Grace Huang
Издательство: Leanpub
Год: 2022-12-17
Страниц: 154
Язык: английский
Формат: pdf (true)
Размер: 42.5 MB

Learning macOS development with SwiftUI in a practical way. SwiftUI is a user interface toolkit that let you create applications with the power of the programming language Swift for all Apple platforms, including iOS, tvOS, watchOS, and macOS. Before the launch of SwiftUI, developers had to use platform-specific UI frameworks to develop user interfaces, for example, AppKit for macOS apps, TVUIKit for tvOS, and WatchKit for watchOS apps. SwiftUI becomes the one unified UI framework for building user interfaces for all Apple devices. This book will primarily focus on building macOS apps with SwiftUI, including both coding and releasing apps. Some details for releasing apps on different platforms (iOS, macOS, tvOS, and WatchOS) may differ, so I believe a single focus on macOS development will bring more clarity and avoid confusion. This book will also touch upon the basics of SwiftUI, which can be potentially shared for other platforms.

Название: Advanced PHP Strings: Text analysis, generation, and parsing via. Laravel
Автор: Johnathon Koster
Издательство: Leanpub
Год: 2022-10-14
Страниц: 749
Язык: английский
Формат: pdf (true), epub + Extras
Размер: 10.2 MB

As a PHP developer, working with Unicode, UTF-8, and multibyte strings can feel intimidating. Advanced PHP String provides an approachable guide through reading, writing, looping, and parsing multibyte strings through hundreds of hands-on examples using the Laravel helper methods as a familiar foundation. Working with multibyte strings, Unicode, and UTF-8 can feel intimidating when writing PHP. Advanced PHP Strings: Text analysis, generation, and parsing via. Laravel offers a guided experience navigating the different techniques to properly work with and manage multibyte strings. The book also offers extensive discussions around the Laravel string helper methods to provide a familiar reference point while navigating the intricacies of string and text manipulation. Throughout this book, we will explore many different concepts and ideas through many code examples. PHP 8 was used throughout the writing process, but the code examples can be adapted to any modern PHP version.

Название: Code-less Game Design Workshop: Game Development Workbook for Construct 2 & 3
Автор: Stephen Gose
Издательство: Leanpub
Год: 2022-12-17
Страниц: 155
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Quickly learn how to create 10 online games using Construct2 or Construct3. This student workbook is tailored for both the novice and advanced game designers Workshop attendees. Use these lessons to build 8 Construct games from this single Game Mechanics. Instructor package includes presentation slide, online course access and Instructor guide. Discover how to create 10 online games using the methods in this "Code-less Game Design" course. When you finish this course, you will have a production pipeline to create as many different online game genres as your imagination can dream of! This book is a “workshop guide” to Construct, and an intermediate level guide to HTML5, CSS, WebSockets, and efficient jаvascript programming fundamentals, and game design’s “best practices”. (see Appendix: “JS OLOO for Modern Game Development Method”) I assume you (the reader) already know some of these technologies.

Название: GitOps Cookbookk: Kubernetes Automation in Practice (Final Release)
Автор: Natale Vinto, Alex Soto Bueno
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 242
Язык: английский
Формат: epub
Размер: 10.2 MB

Why are so many companies adopting GitOps for their DevOps and cloud native strategy? This reliable framework is quickly becoming the standard method for deploying apps to Kubernetes. With this practical, developer-oriented book, DevOps engineers, developers, IT architects, and SREs will learn the most useful recipes and examples for following GitOps practices. Through their years of experience in application modernization, CI/CD, and automation, authors Alex Soto Bueno and Natale Vinto from Red Hat walk you through all the steps necessary for successful hands-on application development and deployment with GitOps. Once you start using the recipes in this book, you'll have a head start in development cycles on Kubernetes following the GitOps approach.

Название: Artificial Intelligence and Digital Diversity Inclusiveness in Corporate Restructuring
Автор: Richa Goel, Sukanta Kumar Baral, Ramamurthy Venkatesh
Издательство: Nova Science Pub Inc
Год: 2022
Страниц: 356
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

In this era of globalization, diversity in the business environment is about more than gender, race and ethnicity. It now includes employees with diverse religious and political beliefs, education, socioeconomic backgrounds, sexual orientation, cultures and even disabilities. Companies are discovering that, by supporting and promoting a diverse and inclusive workplace, they are gaining benefits that go beyond the optics. There is no industry left where Artificial Intelligence (AI) is not used in some capacity. Considering the pace at which AI, Machine Learning and Deep Learning have been developing in recent years, it is expected that AI will profoundly modify the way we live and work. One of the areas in which this paradigm may stand out in the future is related to diversity and inclusion within companies. AI can detect potential bias and prejudice in decision-making by simulating intelligent behaviour, potentially reducing trends and prejudices that could hinder organizations'ability to recruit diversely and inclusively.

Название: Каталог выставки Информатика в жизни США
Автор: Информационное агенство США
Издательство: Интернет-издание
Год: 1987
Формат: pdf
Страниц: 68
Размер: 32.2 Мб
Язык: русский

«Информатика в жизни США» — американская выставка, которая проходила в крупных городах СССР в 1987—1988 годах. На выставке демонстрировались последние достижения США в области вычислительной техники, связи, телекоммуникаций. Выставка проведена в соответствии с соглашением о культурном обмене, подписанным Р. Рейганом и М. Горбачёвым в ноябре 1985 года в Женеве. Выставку финансировало Информационное агентство США, затратив около 15 млн долларов.

Название: Глубокое обучение с R и Keras. Второе издание
Автор: Франсуа Шолле
Издательство: ДМК Пресс
Год: 2022
Страниц: 648
Язык: русский
Формат: pdf
Размер: 40.9 MB

Перед вами второе, расширенное в 1.5 раза издание бестселлера от автора библиотеки Keras. Умение работать с моделями глубокого обучения стало важным навыком современных ученых, исследователей и программистов. API языка R для Keras и TensorFlow делает глубокое обучение доступным для всех пользователей R, даже если у них нет опыта работы с машинным обучением или нейронными сетями. Интуитивно понятные объяснения, четкие иллюстрации и наглядные примеры помогут вам освоить основные навыки глубокого обучения с помощью R, такие как компьютерное зрение, обработка естественного языка, работа с текстом, и даже изучить передовую архитектуру Transformer. Для читателей со средними навыками программирования на R. Опыт работы с Keras, TensorFlow или моделями глубокого обучения не требуется.

Название: Applied Numerical Analysis with MATLAB/Simulink: For Engineers and Scientists
Автор: Farzin Asadi
Издательство: Springer
Год: 2023
Страниц: 327
Язык: английский
Формат: pdf (true)
Размер: 19.0 MB

This textbook provides a compact but comprehensive treatment that guides students through applied numerical analysis, using MATLAB/Simulink. Ideal as a hands-on source for courses in Numerical Analysis, this text focuses on solving problems using market-standard software, corresponding to all key concepts covered in the classroom. The author uses his extensive classroom experience to guide students toward deeper understanding of key concepts, while they gain facility with software they will need to master for later studies and practical use in their engineering careers.

Название: Machine Learning Methods for Engineering Application Development
Автор: Prasad Lokulwar, Basant Verma, N. Thillaiarasu
Издательство: Bentham Books
Год: 2022
Страниц: 240
Язык: английский
Формат: pdf (true), epub
Размер: 26.1 MB

This book is a quick review of Machine Learning methods for engineering applications. It provides an introduction to the principles of Machine Learning and common algorithms in the first section. Proceeding chapters summarize andanalyze the existing scholarly work and discuss some general issues in this field. Next, it offers some guidelines on applying Machine Learning methods to software engineering tasks. Finally, it gives an outlook into some of the futuredevelopments and possibly new research areas of Machine Learning and Artificial Intelligence in general. Techniques highlighted in the book include: Bayesian models, support vector machines, decision tree induction, regression analysis, and recurrent and convolutional neural network. Finally, it also intends to be a reference book. This book is meant to be an introduction to Artificial Intelligence (AI), Machine Learning, and its applications in Industry 4.0. It explains the basic mathematical principles but is intended to be understandable for readers who do not have a backgroundin advanced mathematics.