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 Название: Derivative-Free Optimization: Theoretical Foundations, Algorithms, and Applications
Автор: Yang Yu, Hong Qian, Yi-Qi Hu
Издательство: Springer
Серия: Machine Learning: Foundations, Methodologies, and Applications
Год: 2025
Страниц: 194
Язык: английский
Формат: pdf (true), epub
Размер: 34.1 MB
This book offers a pioneering exploration of classification-based derivative-free optimization (DFO), providing researchers and professionals in Artificial Intelligence (AI), Machine Learning (ML), AutoML, and optimization with a robust framework for addressing complex, large-scale problems where gradients are unavailable. By bridging theoretical foundations with practical implementations, it fills critical gaps in the field, making it an indispensable resource for both academic and industrial audiences. The book introduces innovative frameworks such as sampling-and-classification (SAC) and sampling-and-learning (SAL), which underpin cutting-edge algorithms like Racos and SRacos. These methods are designed to excel in challenging optimization scenarios, including high-dimensional search spaces, noisy environments, and parallel computing. A dedicated section on the ZOOpt toolbox provides practical tools for implementing these algorithms effectively. The book’s structure moves from foundational principles and algorithmic development to advanced topics and real-world applications, such as hyperparameter tuning, neural architecture search, and algorithm selection in AutoML. A foundational understanding of Machine Learning, probability theory, and algorithms is recommended for readers to fully engage with the material. | |
Разместил: Ingvar16 2-07-2025, 21:37 | Комментарии: 0 | Подробнее
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 Название: Kram z robotkami
Издательство: Anex-bis s.c.
Год: 2024
Номер: 4
Размер: 85 Мб
Формат: PDF
Страниц: 32
Язык: Польский
Журнал, посвященный вышивке крестиком. В выпуске представлены красивые мотивы для вышивки крестом картин и аксессуаров.
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Разместил: sun 2-07-2025, 21:22 | Комментарии: 0 | Подробнее
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 Название: CompTIA Network+ Certification Guide (Exam N10-009): Unleash your full potential as a network administrator - 2nd Edition
Автор: Eithne Hogan
Издательство: BPB Publications
Год: 2025
Страниц: 740
Язык: английский
Формат: epub (true)
Размер: 29.1 MB
Network administrators are crucial in safeguarding data through cybersecurity, optimizing cloud resources, and ensuring secure remote connections, vital for maintaining seamless IT infrastructures. CompTIA Network+ Certification has become the industry standard for validating essential networking skills, making it crucial for IT professionals seeking to establish or advance their careers in network administration. Beginning with networking fundamentals including OSI models, TCP/IP protocols, and Wireshark analysis, it progresses through network topologies, cable installation, IP addressing, and subnetting practices. The second edition includes new content reflecting changes in the exam, such as evolving use cases for modern networks, important factors of physical installations, and additional details on implementing IPv4 and IPv6 network services. The content incorporates an acute awareness of security in network operations. Upon completing this guide, you will possess comprehensive Network+ knowledge and practical skills necessary to confidently pass the N10-009 exam and immediately contribute as a competent network administrator in any enterprise environment. This book is designed for individuals who aspire to pursue a rewarding career in network administration. | |
Разместил: Ingvar16 2-07-2025, 20:51 | Комментарии: 0 | Подробнее
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 Название: Наши поезда №24 ЭД4М (2025)
Издательство: ООО «МОДИМИО»
Страниц: 15
Формат: PDF
Качество: среднее
Размер файла: 33 МБ
Язык: Русский
«Наши поезда» - В журнале, подготовленном в сотрудничестве с главой русского Общества любителей железных дорог Алексеем Вульфовым, нас ждут: история создания локомотива, технические характеристики; редкие фотографии; рассказы о вокзалах и других интересных объектах железнодорожной архитектуры; встречи с машинистами, инженерами и изобретателями; малоизвестные факты по истории железных дорог. Полные интересных деталей, написанные живым языком, эти статьи погрузят нас в волнующий мир железной дороги и помогут взглянуть на неё совсем другими глазами. | |
Разместил: romario230 2-07-2025, 20:47 | Комментарии: 0 | Подробнее
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 Название: Practical Software Project Management: Design and track execution models, and manage dependencies, changes, and project issues
Автор: Abhi Basu Thakur
Издательство: BPB Publications
Год: 2025
Страниц: 408
Язык: английский
Формат: pdf, epub (true)
Размер: 10.7 MB
Managing software projects in today's fast-paced technological landscape is crucial for success, demanding a clear understanding of processes, people, and products. Practical Software Project Management serves as your essential guide, transforming complex project lifecycles into a manageable and actionable roadmap. This book systematically covers the entire project journey, beginning with project initiation, objective definition, and crucial stakeholder identification. You will learn practical estimation techniques and planning strategies, alongside effective team management, including recruitment, conflict resolution, and motivation. The guide progresses through essential requirement analysis, robust architecture, and design phases, and explains how to execute successful project kickoffs. Automation helps in automatically testing the product. Some of the well-known products that are used to automate testing are Selenium, TestNG, Postman, and many more. There are many tools that can be used. There should be an appropriate selection criterion for selecting the tool. Many languages can be used for testing. Python and Java are popular languages used in test automation. This book is for software developers, project managers, program managers, and corporate trainers seeking to master practical software project management. | |
Разместил: Ingvar16 2-07-2025, 20:16 | Комментарии: 0 | Подробнее
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 Название: Kram z robotkami
Издательство: Anex-bis s.c.
Год: 2025
Номер: 1
Размер: 90 Мб
Формат: PDF
Страниц: 32
Язык: Польский
Журнал, посвященный вышивке крестиком. В выпуске представлены красивые мотивы для вышивки крестом картин и аксессуаров.
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Разместил: sun 2-07-2025, 20:10 | Комментарии: 0 | Подробнее
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 Название: Mastering Mobile Network and Related Security: Protecting telecom networks in a connected world
Автор: Tiju Johnson
Издательство: BPB Publications
Год: 2025
Страниц: 732
Язык: английский
Формат: epub (true)
Размер: 18.2 MB
In an era where telecommunication networks form the backbone of our digital society, this book provides a definitive resource for understanding and implementing robust security measures across various generations of telecom infrastructure. From the fundamental security challenges of 1G networks to the complex threat landscape of 5G, this book delivers a thorough examination of vulnerabilities, attack vectors, and defense strategies that every telecom professional must understand. This book systematically covers the entire mobile security spectrum. Whether you are a security specialist seeking telecom-specific expertise, an engineer responsible for secure network design, an executive making strategic security investments or a student preparing for a career in telecommunications, this book provides the knowledge you need to protect critical telecom infrastructure. This book is intended for security professionals, telecom engineers, executives, and students looking to understand the security landscape of modern telecommunications networks. | |
Разместил: Ingvar16 2-07-2025, 19:39 | Комментарии: 0 | Подробнее
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 Название: High-performance Algorithmic Trading using Machine Learning: Building automated trading startegies with AutoML and feature engineering
Автор: Franck Bardol
Издательство: BPB Publications
Год: 2025
Страниц: 398
Язык: английский
Формат: epub (true)
Размер: 49.3 MB
Machine Learning is not just an advantage; it is becoming standard practice among top-performing trading firms. As traditional strategies struggle to navigate noise, complexity, and speed, ML-powered systems extract alpha by identifying transient patterns beyond human reach. This shift is transforming how hedge funds, quant teams, and algorithmic platforms operate, and now, these same capabilities are available to advanced practitioners. This book is a practitioner’s blueprint for building production-grade ML trading systems from scratch. It goes far beyond basic return-sign classification tasks, which often fail in live markets, and delivers field-tested techniques used inside elite quant desks. It covers everything from the fundamentals of systematic trading and ML's role in detecting patterns to data preparation, backtesting, and model lifecycle management using Python libraries. You will learn to implement supervised learning for advanced feature engineering and sophisticated ML models. This book is for robo traders, algorithmic traders, hedge fund managers, portfolio managers, Python developers, engineers, and analysts who want to understand, master, and integrate Machine Learning into trading strategies. Readers should understand basic automated trading concepts and have some beginner experience writing Python code. | |
Разместил: Ingvar16 2-07-2025, 19:14 | Комментарии: 0 | Подробнее
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 Название: Краса i мода
Издательство: "Реклама"
Год: 1978
Номер: Весна
Размер: 123 Мб
Формат: PDF
Страниц: 54
Язык: Украинский
Краса i Мода - раритетный советский журнал мод по шитью. Журнал с выкройками
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Разместил: sun 2-07-2025, 18:48 | Комментарии: 0 | Подробнее
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 Название: Ubuntu System Administration Guide: Ubuntu Desktop, Server, security, and DevOps automation
Автор: Mattias Hemmingsson
Издательство: BPB Publications
Год: 2025
Страниц: 475
Язык: английский
Формат: epub (true)
Размер: 11.3 MB
Ubuntu, a powerful and versatile Linux operating system, is the cornerstone for countless personal desktops, robust servers, and cutting-edge cloud deployments. The Ubuntu System Administration Guide provides a rapid yet comprehensive journey, equipping you with the practical skills to confidently navigate and master this essential ecosystem, from basic commands to advanced infrastructure. This book systematically builds your expertise, starting with Ubuntu's ecosystem, installation, and desktop configuration, including diverse window managers and essential networking like VPNs. You will then cover virtualization with KVM and Vagrant, followed by modern containerization using Docker and local Kubernetes (Minikube). The book transitions to server mastery, covering various installation methods, robust health checks, and advanced server networking, including firewalls and VPN servers. It progresses to professional server virtualization with KVM and the deployment of full Kubernetes clusters. Finally, you will learn to set up web servers, deploy diverse applications, and automate tasks with powerful CI/CD pipelines, embodying DevOps practices. This book is perfect for aspiring system administrators, developers, DevOps engineers, and IT professionals. | |
Разместил: Ingvar16 2-07-2025, 18:39 | Комментарии: 0 | Подробнее
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