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Название: Scalable Kubernetes Infrastructure for AI Platforms: Kubernetes-Native Training and Deployment
Автор: Alex Corvin, Taneem Ibrahim, Kyle Stratis
Издательство: O’Reilly Media, Inc.
Год: 2025-02-13
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Generative AI is transforming industries, but for many enterprises, the journey from proof of concept to production remains a major hurdle. While businesses are investing heavily in building AI-powered applications like RAG-based chatbots, the vast majority of these projects fail to deliver tangible results. Success demands more than experimentation—it requires a deeper understanding of the challenges of managing AI in production and adopting MLOps practices to streamline the process. This report explores how enterprises can leverage MLOps, with a Kubernetes-first approach, to overcome adoption barriers, scale AI effectively, and maximize business impact. From building responsible models to running reliable production systems, our guide offers the strategies and tools you need to thrive in an AI-driven competitive landscape. With the proliferation of AI/ML and an ever-increasing number of models being created, MLOps has emerged as a new paradigm for delivering high-quality models to production quickly, applying DevOps principles to AI models and AI-powered applications instead of traditional software applications.

Название: Edge AI for Industry 5.0 and Healthcare 5.0 Applications
Автор: Pethuru Raj, B. Sundaravadivazhagan, A. Saleem Raja, Mohammed M. Alani
Издательство: CRC Press
Год: 2025
Страниц: 344
Язык: английский
Формат: pdf (true), epub
Размер: 13.6 MB

Edge AI is the seamless and spontaneous combination of Edge or Fog computing and AI. It enables acquiring real-time insights, which, in turn, leads to the realization of real-time, people-centric, event-driven, business-critical, process-aware, and knowledge-filled software services and applications. Edge AI for Industry 5.0 and Healthcare 5.0 Applications looks at the unique contributions of Edge AI for developing solutions for Industry 5.0 and Healthcare 5.0. It explains how Industry 5.0 fine tunes the human-machine connection and leverages tiny, high-performance AI-centric processors in IoT edge devices for real-time decision-making and application processing. In critical sectors such as healthcare, finance, and autonomous cars, where transparency and accountability are essential for the safety and well-being of users, the importance of XAI is particularly evident. Healthcare 5.0 can be developed and implemented using XAI. Integrating cutting-edge technologies such as Artificial Intelligence (AI), Internet of Things (IoT), Big Data analytics, blockchain and 5G, next-generation healthcare systems to enhance efficiency, improve patient outcomes, and revolutionize the healthcare landscape. It is also known as Healthcare 5.0. Explainable AI (XAI) refers to Artificial Intelligence that can provide meaningful and meaningful explanations for their decisions and actions.

Название: Quantum Computing Models for Cybersecurity and Wireless Communications
Автор: Budati Anil Kumar, Singamaneni Kranthi Kumar, Li Xingwang
Издательство: Wiley-Scrivener
Серия: Sustainable Computing and Optimization
Год: 2025
Страниц: 362
Язык: английский
Формат: pdf (true)
Размер: 46.1 MB

The book explores the latest quantum computing research focusing on problems and challenges in the areas of data transmission technology, computer algorithms, artificial intelligence-based devices, computer technology, and their solutions. Future quantum machines will exponentially boost computing power, creating new opportunities for improving cybersecurity. Both classical and quantum-based cyberattacks can be proactively identified and stopped by quantum-based cybersecurity before they harm. Complex math-based problems that support several encryption standards could be quickly solved by using Quantum Machine Learning. This comprehensive book examines how Quantum Machine Learning and quantum computing are reshaping cybersecurity, addressing emerging challenges. It includes in-depth illustrations of real-world scenarios and actionable strategies for integrating quantum-based solutions into existing cybersecurity frameworks. A range of topics are examined, including quantum-secure encryption techniques, quantum key distribution, and the impact of quantum computing algorithms.

Название: The Complete Node.js 20 Guide: A Detailed Guide to Learning Node.js: Featuring In-Depth Explanations, Practical Examples, and Best Practices for Professional Developers
Автор: Jiho Seok
Издательство: Independently published
Год: 2025
Страниц: 462
Язык: английский
Формат: epub (true)
Размер: 16.0 MB

The Complete Node.js Guide is your comprehensive guide to mastering the powerful Node.js platform. This book is thoughtfully crafted to cater to both beginners and experienced developers, offering a deep dive into the essential and advanced concepts of Node.js. Node.js is an open -source, cross-platform runtime environment that allows developers to execute jаvascript code outside of a web browser. Traditionally, jаvascript was confined to the browser, primarily used to enhance the interactivity of web pages. However, with the advent of Node.js, developers can now leverage jаvascript for server-side scripting, enabling the development of dynamic and scalable web applications with a single programming language across both the client and server sides. By the end of this book, you'll have a deep understanding of Node.js and the ability to build robust, scalable, and high-performance applications. Whether you're starting from scratch or looking to enhance your skills, The Complete Node.js Guide is your essential guide to becoming a proficient Node.js developer.

Название: Multi-objective Optimization Techniques: Variants, Hybrids, Improvements, and Applications
Автор: Tarik A. Rashid, Aram Mahmoon Ahmed, Bryar A. Hassan, Zaheer Mudher Yaseen, Seyedali Mirjalili, Nebojsa Bacanin, Sinan Q. Salih
Издательство: CRC Press
Год: 2025
Страниц: 359
Язык: английский
Формат: pdf (true), epub
Размер: 32.4 MB

The book establishes how to design, develop, and test different hybrids of multi-objective optimization algorithms. It presents several application areas of multi-objective optimization algorithms. Fuzzy logic, an approach based on degrees of truth rather than strict binary (true/​false) values, has been integrated into metaheuristic algorithms to tackle complex optimization problems. This integration introduces a level of uncertainty and ambiguity, allowing for more flexible decision-​making processes. In fuzzy metaheuristics, each solution is represented not as a precise value, but rather as a fuzzy set with membership functions indicating the degree to which the solution satisfies certain criteria. By incorporating fuzzy techniques into metaheuristic algorithms, such as Particle Swarm Optimization (PSO), the algorithms gain the ability to handle imprecise and vague information more effectively. The text is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics, communications engineering, Computer Science and engineering, and mathematics.

Название: OCP Oracle Certified Professional Java SE 21 Developer (Exam 1Z0-830) Java SE 17 Developer (Exam 1Z0-829) Programmers Guide
Автор: Khalid A. Mughal, Vasily A. Strelnikov
Издательство: Oracle Press/Pearson Education
Год: 2025
Страниц: 2016
Язык: английский
Формат: epub
Размер: 141.0 MB

A comprehensive guide to the Java programming language and both the Java SE 21 and Java SE 17 Developer certification exams, this unique tutorial and reference features a rigorous introduction to programming in Java in addition to meticulous coverage of the exam objectives you need to review to pass the 1Z0-830 and 1Z0-829 exams. Fully updated to reflect changes in the latest exams, it features an increased focus on analyzing code scenarios--not just individual language constructs. Each exam objective is thoroughly addressed, along with the newest features and APIs, and best practices for taking the exam. In-depth coverage of declarations, access control, operators, flow control, OOP techniques, lambda expressions, streams, modules, concurrency, Java I/O, key API classes, and much more.

Название: The Comprehensive Guide to Kotlin Programming: A Complete Reference Guide
Автор: Madison Giroux
Издательство: Veteran Code
Год: 2025
Страниц: 328
Язык: английский
Формат: pdf, epub
Размер: 28.0 MB

Welcome to Comprehensive Guide to Kotlin Programming a book designed with a single purpose in mind: to guide you through the journey of learning Kotlin, from its basic syntax to the advanced concepts that make it a beloved language for modern application development. Whether you are taking your first steps into programming or are an experienced developer looking to broaden your skill set, this guide aims to equip you with a deep understanding of Kotlin and its practical applications in the real world. This book is divided into meticulously structured sections, each dedicated to different aspects of Kotlin programming. Starting with an introduction to Kotlin, we delve into its history, the rationale behind its creation, and its advantages over other programming languages. The setup of a development environment marks the beginning of your hands-on journey with Kotlin, culminating in your first Kotlin program. As we venture into the fundamentals of Kotlin programming, you will grasp the core concepts, including syntax, control flow, and object-oriented programming principles. This foundation paves the way to explore advanced features such as generics, delegation, and coroutines, enhancing your ability to write efficient and robust Kotlin code.

Название: Supervised Learning: Mathematical Foundations and Real-world Applications
Автор: Dalia Chakrabarty
Издательство: CRC Press
Год: 2025
Страниц: 345
Язык: английский
Формат: pdf (true), epub
Размер: 22.5 MB

This book discusses the relevance of probabilistic Supervised Learning, to the pursuit of automated and reliable prediction of an unknown that is in a state of relationship with another variable. The book provides methods for secured mechanistic learning of the function that represents this relationship between the output and input variables, where said learning is undertaken within the remit of real-world information that can be messy in different ways. The generic solution to the problem of secured supervised learning amidst real-world messiness, lies in treating the sought inter-variable relation as a (function-valued) random variable, which, being random, is ascribed a probability distribution. Then recalling that distributions on the space of functions are given by stochastic processes, the sought function is proposed to be a sample function of a stochastic process. This process is chosen as one that imposes minimal constraints on the sought function – identified as a Gaussian Process (GP) in the book. To help with the background, the book includes reviews on stochastic processes and basic probability theory. This will render the first half of the book useful for students across disciplines, while the latter half will be appreciated by students of numerate subjects at the postgraduate level or higher, including students of computational sciences, statistics and mathematics.

Название: Programming for Problem Solving
Автор: Wiley Editorial
Издательство: Wiley
Серия: As per AICTE
Год: 2019
Страниц: 462
Язык: английский
Формат: pdf (true)
Размер: 17.4 MB

Computing and programming concepts are essential to leverage the technical skills of a student. Their knowledge equips the students to keep abreast with latest technologies and reduce considerable time in solving problems through their use. The course Programming for Problem Solving is mandated for first year of students of engineering across all branches to make them familiar with programming aspects and their applications. This book is structured as per the syllabus recommended by AICTE for the course. This book is designed to meet the requirements of students having very little knowledge of computers, and journeys them from the basic fundaments of computers through application of problem-solving techniques using C programming concepts. The book also includes laboratory manual for practical applications of the theoretical concepts on problem solving through C programming. Useful appendices in the book serve as a good reference tools for related chapters. The comprehensive and exhaustive theoretical treatment of the concepts on problem solving, and C programming helps students to perform practical applications of these concepts in the laboratory course with ease.

Название: Hacker's Manual - 18th Edition, 2025
Автор: Jon White (Editor)
Издательство: Future Publishing
Год: 2025
Страниц: 148
Язык: английский
Формат: pdf
Размер: 108.9 MB

Добро пожаловать в 2025 выпуск The Hacker's Manual! 148 страниц учебников, руководств и статей по взлому Linux от экспертов Linux Format Magazine, дома открытого программного обеспечения. Более 80 учебников по взлому. Сетевые технологии - погрузитесь в протоколы, стройте сети и анализируйте трафик. Сисадмин - используйте возможности Docker и научитесь экономить время при работе с терминалом. Хакинг - установите полноценную операционную систему Linux на свой телефон и взломайте дистрибутив, чтобы увеличить скорость работы. Конфиденциальность - ощутите на себе атаку и защитите свою конфиденциальность с нашей помощью.