Название: Mathematical Foundations Guide to Neural Networks: CNNs, RNNs, LSTMs, Autoencoders, Attention Mechanisms, and More
Автор: Alec Stovari
Издательство: Independently published
Серия: Python Fundamentals
Год: 2025
Страниц: 179
Язык: английский
Формат: pdf
Размер: 10.1 MB

With clear explanations and detailed insights, in 170+ pages, you will learn the inner workings of backpropagation, convolutional neural networks (CNNs), recurrent neural networks (RNNs), and long short-term memory networks (LSTMs). The book also dives into advanced techniques such as dropout, autoencoders, and attention layers that are transforming the AI landscape. Dive deep into the theory behind each model, understand their applications, and master the mathematics that power modern Machine Learning. Key Topics Covered: - The theoretical foundations of Neural Networks; - Backpropagation and optimization techniques; - Convolutional Neural Networks (CNNs) for image recognition and more; - Recurrent Neural Networks (RNNs) and their sequential data processing power; - Attention mechanisms and transformer models revolutionizing NLP; - Advanced Deep Learning architectures and real-world applications; - Mathematical principles behind Deep Learning algorithms. This book serves as both an academic reference and a practical guide.

Название: Architecting Go Applications: A Clean Approach to Building Scalable Gin Web Services
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 1864
Язык: английский
Формат: epub (true)
Размер: 21.6 MB

This comprehensive guide takes developers through the journey of designing and building robust web applications using Go and the Gin framework. The book bridges theoretical clean architecture principles with practical implementation, providing a blueprint for creating maintainable, scalable, and high-performance web services. Starting with foundational concepts of clean architecture and Go programming paradigms, readers will progressively learn how to structure applications using SOLID principles and domain-driven design. The book offers detailed guidance on implementing clean architecture layers, building RESTful and GraphQL APIs, and establishing effective data access patterns. Advanced topics include microservice architecture, testing strategies across all layers, deployment pipelines, and performance optimization techniques. Real-world case studies demonstrate how to apply these principles to various application types, from e-commerce platforms to content management systems.

Название: Embodied Multi-agent Systems: Perception, Action and Learning
Автор: Huaping Liu, Xinzhu Liu, Kangyao Huang, Di Guo
Издательство: Springer
Серия: Machine Learning: Foundations, Methodologies, and Applications
Год: 2025
Страниц: 246
Язык: английский
Формат: pdf (true)
Размер: 19.7 MB

In recent years, embodied multi-agent systems, including multi-robots, have emerged as essential solution for demanding tasks such as search and rescue, environmental monitoring, and space exploration. Effective collaboration among these agents is crucial but presents significant challenges due to differences in morphology and capabilities, especially in heterogenous systems. While existing books address collaboration control, perception, and learning, there is a gap in focusing on active perception and interactive learning for embodied multi-agent systems. This book aims to bridge this gap by establishing a unified framework for perception and learning in embodied multi-agent systems. It presents and discusses the perception-action-learning loop, offering systematic solutions for various types of agents—homogeneous, heterogeneous, and ad hoc. Beyond the popular Reinforcement Learning techniques, the book provides insights into using fundamental models to tackle complex collaboration problems. By interchangeably utilizing constrained optimization, Reinforcement Learning, and fundamental models, this book offers a comprehensive toolkit for solving different types of embodied multi-agent problems. Readers will gain an understanding of the advantages and disadvantages of each method for various tasks. This book is suitable as a reference book for graduate students with a basic knowledge of Machine Learning, as well as for professional researchers interested in robotics and embodied intelligence.

Название: Memristors: From Materials to Devices: Memristor Models, Mechanisms, Fabrication Methods, and Applications
Автор: Alex James
Издательство: River Publishers
Год: 2025
Страниц: 298
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

This book is a straightforward guide for researchers, engineers, and technology enthusiasts interested in memristors. It covers the fundamentals of memristors, including what they are and how they work, and explores different materials used in them, like binary oxides, perovskites, and new materials like transition metal dichalcogenides (TMDCs). It also explains how memristors are made using methods like physical vapor deposition (PVD) and electrochemical deposition. The book also shows the different types of memristor devices such as non-volatile, spintronic, ferroelectric, polymeric, and molecular memory devices. The book discusses important things like how well memristors work over time, how consistent they are, and how fast they can switch on and off. It also talks about where memristor technology is headed in the future, beyond what's possible with current computer chips.

Название: Generative AI for Cloud Solutions: Building end-to-end generative AI stacks with cloud services and model orchestration pipelines
Автор: Sireesha Muppala, Randy DeFauw, Sina Sojoodi
Издательство: BPB Publications
Год: 2025
Страниц: 316
Язык: английский
Формат: epub (true)
Размер: 15.2 MB

Generative AI is transforming every industry, with applications ranging from creative content generation, simple chatbots, to entirely new ways of engaging with consumers. But there is as much uncertainty as buzz—understanding how to use this technology securely and responsibly, and recognizing what the pitfalls are. In this book, we will put together a complete picture of Generative AI development on modern cloud platforms, covering all stages of building and operating a production-grade solution with consideration for performance, security, governance, and responsibility. Conceptual discussions will be accompanied by functional examples, using working code on Amazon Web Services (AWS) cloud to demonstrate key concepts. We will explore the full lifecycle, from initial model selection and fine-tuning to production deployment, monitoring, and ongoing operation. Key aspects include prompt engineering, data integration techniques, observability, the shared responsibility model, and the full solution lifecycle from design to operation. Additionally, we will discuss recommendations for prioritizing a Generative AI roadmap for organizations and emerging trends in the field.

Название: Enterprise Automation with Power Automate: Comprehensive guide for your journey to automation mastery with Power Automate
Автор: Michael Heath
Издательство: BPB Publications
Год: 2025
Страниц: 396
Язык: английский
Формат: epub (true)
Размер: 13.5 MB

Enterprise Automation with Power Automate is more than just a how-to manual. It is a comprehensive guide designed to transform how you think about and approach automation. By focusing on underlying mechanics and strategic principles, this book strengthens you to build and optimize automations that streamline processes and enhance efficiency for individuals and enterprises alike. Explore the core components of Power Automate and learn to leverage its features effectively. The book provides a structured approach to preparing, executing, and expanding automation initiatives, ensuring you can adapt to the constantly evolving demands of work. This mindset shift enables you to tackle any challenge, from personal productivity to complex organizational workflows. As you progress, the focus shifts from individual solutions to enterprise-wide strategies. You will learn to implement robust governance, security, and monitoring practices, fostering a culture of automation that ensures scalability and continuous improvement. This book is for anyone looking to enhance productivity through automation, from beginners eager to learn to experts seeking to refine their approach.

Название: Подвижные игры в терапии больных и ослабленных детей
Автор: В.Л. Страковская
Издательство: Медицина
Год издания: 1978
Количество страниц: 185
Язык: русский
Формат: PDF, DjVu
Размер: 10,19 Мб

В книге представлено 200 подвижных игр для детей от 2 до 14 лет с различными отклонениями в состоянии здоровья (заболевания органов дыхания, сердечно-сосудистой системы, опорно-двигательного аппарата).
Книга предназначена для врачей педиатров и методистов лечебной физкультуры, работающих в детских лечебно-профилактических учреждениях.

Название: Azure Networking: Understand key concepts and design secure Cloud networking architectures
Автор: Jose Moreno, Adam Stuart
Издательство: BPB Publications
Год: 2025
Страниц: 408
Язык: английский
Формат: epub (true)
Размер: 28.0 MB

In the ever-evolving landscape of Cloud technology, every project demands a robust, high-performance, scalable and secure foundation. Whether you're deploying traditional Virtual Machines or pioneering modern Artificial Intelligence solutions, a well designed Azure Networking infrastructure is critical for success. This book simplifies complex concepts, empowering you to architect reliable and efficient network solutions within the Azure cloud. It takes you from the fundamentals of Azure networking, including VNets, NSGs, and hub-and-spoke models, to advanced topics like Virtual WAN, ExpressRoute, and SD-WAN integration using Route Server. It meticulously covers essential design considerations, security best practices with Azure Firewall, service tags, AVNM security rules and ZTNA, and explores multi-cloud strategies. You will learn how to implement effective DNS with Private Resolver and PaaS networking using Private Link, and master application delivery with load balancing and Front Door. This book is for network architects and engineers familiar with on-premises networking products and protocols. It also benefits cloud architects who understand Azure constructs and want to specialize in its networking capabilities.

Название: Infrastructure as Code with Azure Bicep: Infrastructure development through Bicep modules, template specs, and DevOps automation pipelines
Автор: Adora Nwodo
Издательство: BPB Publications
Год: 2025
Страниц: 268
Язык: английский
Формат: pdf, epub (true)
Размер: 11.2 MB

Azure Bicep is a powerful language for deploying Azure resources declaratively, providing a simpler and more efficient alternative to JSON for creating Azure Resource Manager templates. It streamlines the process of defining, provisioning, and managing cloud infrastructure, making Infrastructure as Code (IaC) more accessible and effective. This book provides a comprehensive guide to Azure Bicep, starting with an introduction to IaC, Bicep's core concepts, and a comparative analysis with ARM templates. It covers installation, setup, fundamental syntax, and practical template creation and deployment. Readers will learn to utilize variables, parameters, expressions, conditions, and loops for dynamic configurations. The book explores modularity through Bicep modules and template specs, as well as compilation and decompilation processes. Automation is emphasized with GitHub Actions and Azure DevOps CI/CD pipelines, including monitoring and troubleshooting. Advanced topics include scaling Bicep for large projects, secret management, cross-subscription deployments, and Policy as Code (PaC). By the end of the book, you will have the tools and knowledge to implement IaC principles in your workflow, accelerating the development of reliable and scalable Azure cloud applications.

Название: Успех на 100%. Сборник (12 книг)
Автор: коллектив
Издательство: Москва
Год: 2014-2015
Страниц: 2248
Формат: fb2
Размер: 10,2 мб
Качество: хорошее
Язык: русский

Прочитав книги вы научитесь принимать верные решения в условиях недостатка информации Вы овладеете специальными техниками управления другими людьми Вы будете включаться только в те дела, которые окажутся успешными.