Название: Safety Assurance under Uncertainties: From Software to Cyber-Physical/Machine Learning Systems
Автор: Ichiro Hasuo, Fuyuki Ishikawa
Издательство: CRC Press
Год: 2025
Страниц: 348
Язык: английский
Формат: epub (true)
Размер: 17.2 MB

Safety assurance of software systems has never been as imminent a problem as it is today. Practitioners and researchers who work on the problem face a challenge unique to modern software systems: uncertainties. For one, the cyber-physical nature of modern software systems as exemplified by automated driving systems mandates environmental uncertainties to be addressed and the resulting hazards to be mitigated. Besides, the abundance of statistical Machine Learning components massive numerical computing units for statistical reasoning such as deep neural networks make systems hard to explain, understand, analyze or verify. Testing is an “activity in which a system or component is executed under specified conditions, the results are observed or recorded, and an evaluation is made of some aspect of the system or component”. Testing has been one of the key activities for quality assurance in software-intensive systems. The recent advance of Machine Learning (ML) techniques, especially Deep Learning, has led to active investigation towards their industrial applications. Beforehand, ML techniques were target of laboratory research and the primary concern was on the prediction performance.

Название: Unit Oriented Enterprise Architecture: Constructing Large Sociotechnical Systems in the Age of AI
Автор: Andre Milchman
Издательство: Apress
Год: 2025
Страниц: 445
Язык: английский
Формат: pdf (true), epub (true)
Размер: 45.4 MB

Examine a new approach to Enterprise Architecture (EA) that challenges conventional practices and supports a transformative shift to address the demands of a rapidly evolving technological landscape. This book offers alternatives to traditional EA methods that often divide the enterprise into isolated business, application, data, and technology architectures, often resulting in disjointed operations and missed opportunities for innovation. Unit Oriented Enterprise Architecture is your essential resource for system architects, organizational leaders, IT professionals, and students seeking to revolutionize their approach to enterprise architecture and position their organizations for success in the digital age. Primary Audience: Enterprise architects, organizational leaders, IT professionals; Secondary Audience: Consultants, advisors, and policymakers; Tertiary Audience: Students in system design and organizational studies, academic researchers.

Название: Multilingual Artificial Intelligence
Автор: Peng Wang, Pete Smith
Издательство: Routledge
Год: 2025
Страниц: 164
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Multilingual Artificial Intelligence is a guide for non-computer science specialists and learners looking to explore the implementation of AI technologies to solve real-life problems involving language data. Focusing on multilingual, multicultural, pre-trained large language models (LLMs) and their practical use through fine-tuning and prompt engineering, Wang and Smith demonstrate how to apply this new technology in areas such as information retrieval, semantic webs, and retrieval augmented generation, to improve both human productivity and machine intelligence. Finally, they discuss the human impact of language technologies in the cultural context, and provide an Artificial Intelligence (AI) competence framework for users to design their own learning journey. This innovative text is essential reading for all students, professionals, and researchers in language, linguistics, and related areas looking to understand how to integrate multilingual and multicultural Artificial Intelligence technology into their research and practice.

Название: React The Complete Reference
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 2215
Язык: английский
Формат: epub
Размер: 10.1 MB

React: The Complete Developer's Reference is an essential resource designed to take developers from foundational concepts to advanced techniques in React development, structured clearly for both beginners and seasoned professionals. Beginning with core fundamentals such as components, state, JSX, and the Virtual DOM, the book gradually introduces more sophisticated patterns including hooks, context, Redux, Zustand, and Recoil, providing real-world examples and detailed explanations throughout. It explores advanced patterns such as higher-order components, render props, error boundaries, and modern techniques like server-side rendering with Next.js, React Server Components, and micro-frontends architecture. A comprehensive section dedicated to React integration with backend services covers REST APIs, GraphQL with Apollo, real-time communication, and authentication workflows. Designed for both beginners and experienced developers, this comprehensive reference serves as an indispensable guide for mastering modern React development and creating scalable, maintainable applications effectively.

Название: Learn Java from Scratch: A Practical Guide with Examples
Автор: William E. Clark
Издательство: Walzone Press
Год: 2025
Страниц: 196
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Java is a powerful, versatile programming language that has transformed the landscape of software development. This book offers a clear, in-depth exploration of Java, from foundational syntax and control structures to advanced object-oriented principles and practical application design. It provides readers with the essential tools required to master the language in today’s competitive development environment. Designed with precision and clarity, the book systematically builds on core concepts while introducing advanced topics such as collections, exception handling, and integration with modern libraries and APIs. Each chapter is meticulously crafted to deliver both theoretical knowledge and hands-on examples, ensuring that readers gain not only an understanding of Java's capabilities but also the practical skills necessary for real-world problem solving.

Название: Handbook of Statistical Analysis: AI and ML Applications, 3rd Edition
Автор: Robert Nisbet, Gary D. Miner, Keith McCormick
Издательство: Academic Press
Год выхода: 2025
Страниц: 466
Формат: True PDF
Размер: 100 MB
Язык: английский

This resource is an ideal guide for users who want to address massive and complex datasets with many standard analytical approaches and be able to evaluate analyses and solutions objectively. It includes clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques; offers accessible tutorials; and discusses their application to real-world problems.

Название: Программирование
Автор: Иванова Г.
Издательство: Кнорус
Год: 2013
Страниц: 432
Формат: pdf
Размер: 16,3 мб
Качество: хорошее
Язык: русский

Изложены основные теоретические положения разработки программного обеспечения с использованием структурного и объектного подходов. Рассмотрены основные приемы решения задач различных классов, в том числе приемы создания и обработки динамических структур данных, без которых невозможно современное программирование. Отдельное внимание уделено оценке точности получаемых результатов и анализу вычислительной сложности алгоритмов и методов. Речь и идет о Delphi Pascal.

Название: PHP5 для профессионалов (Полная версия)
Автор: Леки-Томпсон Э.
Издательство: Диалектика
Год: 2006
Страниц: 608
Формат: pdf
Размер: 20,2 мб
Качество: хорошее
Язык: русский

В данном практическом руководстве продемонстрирована вся мощь и гибкость языка PHP и даны полезные советы программистам. В этой книге показано, как построить масштабируемую и высокопроизводительную инфраструктуру на языке PHP5, подробно описан набор инструментов, который можно многократно использовать, и приведены многочисленные практические примеры.

Название: Introduction to Parallel Computing
Автор: Niranjan N. Chiplunkar, Raju K.
Издательство: Wiley
Год выхода: 2020
Формат: ePUB
Размер: 10,8 MB
Язык: английский

With every computational gadget boasting of multiple processors, parallel programming becomes very important to fully exploit the power of such processor architectures. Parallel programming simultaneously uses multiple computing resources to solve a computational problem. Pthreads and OpenMP are the programming paradigms in shared address space parallel computers. Message Passing Interface (MPI) is the distributed memory parallel programming model. Graphics Processing Units (GPUs) consist of large number of homogeneous computing cores, and CUDA is a programming framework for GPUs.

Название: Mastering jаvascript Secure Web Development+: Unlock the Secrets of Expert-Level Skills
Автор: Larry Jones
Издательство: Walzone Press
Год: 2025
Страниц: 516
Язык: английский
Формат: epub (true)
Размер: 10.6 MB

"Mastering jаvascript Secure Web Development+: Unlock the Secrets of Expert-Level Skills" is an essential resource for experienced developers poised to elevate their jаvascript prowess. In a landscape where technology evolves with unprecedented speed, this book provides a detailed exploration of advanced jаvascript techniques, balancing the intricacies of secure coding practices with the need for high-performance applications. Each chapter meticulously covers critical areas such as asynchronous programming, module bundling, and front-end security to equip developers with the knowledge to build resilient, future-ready applications. The book shines a light on the growing trends within the jаvascript ecosystem, including the power of Progressive Web Apps and the flexibility of serverless architectures. It guides readers through the murky waters of complex web development challenges, offering insight into dynamic domain areas such as integrating machine learning into web applications and optimizing performance for seamless user experiences. With an emphasis on practical applications and expert insights, this book ensures that readers can implement solutions effectively across various environments.