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Requirements Engineering for Software and Systems, 4th Edition

Автор: Limpopo5 от 2023-08-11, 19:33:27
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Requirements Engineering for Software and Systems, 4th EditionНазвание: Requirements Engineering for Software and Systems, 4th Edition
Автор: Phillip A. Laplante, Mohamad H. Kassab
Издательство: CRC Press
Год: 2022
Страниц: 593
Язык: английский
Формат: epub (true), mobi
Размер: 24.4 MB

Solid requirements engineering has increasingly been recognized as the key to improved, on-time, and on-budget delivery of software and systems projects. New software tools are emerging that are empowering practicing engineers to improve their requirements engineering habits. However, these tools are not usually easy to use without significant training. Requirements Engineering for Software and Systems, Fourth Edition is intended to provide a comprehensive treatment of the theoretical and practical aspects of discovering, analyzing, modeling, validating, testing, and writing requirements for systems of all kinds, with an intentional focus on software-intensive systems. It brings into play a variety of formal methods, social models, and modern requirements writing techniques to be useful to practicing engineers. The book is intended for professional software engineers, systems engineers, and senior and graduate students of software or systems engineering. Since the first edition, there have been made many changes and improvements to this textbook. Feedback from instructors, students, and corporate users was used to correct, expand, and improve the materials.

Linear Algebra Tools for Data Mining

Автор: Limpopo5 от 2023-08-11, 19:29:50
  • 0
Linear Algebra Tools for Data MiningНазвание: Linear Algebra Tools for Data Mining
Автор: Dan A Simovici
Издательство: World Scientific Publishing
Год: 2023
Страниц: 1002
Язык: английский
Формат: pdf (true)
Размер: 10.3 MB

This updated compendium provides the linear algebra background necessary to understand and develop linear algebra applications in data mining and Machine Learning. Basic knowledge and advanced new topics (spectral theory, singular values, decomposition techniques for matrices, tensors and multidimensional arrays) are presented together with several applications of linear algebra (k-means clustering, biplots, least square approximations, dimensionality reduction techniques, tensors and multidimensional arrays). The useful reference text includes more than 600 exercises and supplements, many with completed solutions and MATLAB applications. The volume benefits professionals, academics, researchers and graduate students in the fields of pattern recognition/image analysis, AI, Machine Learning and databases.

Semantic Technologies for Intelligent Industry 4.0 Applications

Автор: Limpopo5 от 2023-08-11, 08:08:39
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Semantic Technologies for Intelligent Industry 4.0 ApplicationsНазвание: Semantic Technologies for Intelligent Industry 4.0 Applications
Автор: Archana Patel, Dr. Narayan C. Debnath
Издательство: River Publishers
Серия: River Publishers Series in Computing and Information Science and Technology
Год: 2023
Страниц: 395
Язык: английский
Формат: pdf (true)
Размер: 11.7 MB

Semantic technologies work with the concepts and relations that are very close to the working of the human brain. By using these technologies, data becomes a real-world entity rather than a string of characters. Semantic technologies are highly valuable tools to simplify the existing problems of the industry, leading to new opportunities. However, there are some challenges that need to be addressed to make industrial applications and machines smarter. The proposed book aims to provide a roadmap for semantic technolo­gies and highlights the role of these technologies in industry. The book covers semantic search engine, semantic web services, semantic web of things, AI compatible key hardware design, knowledge-graph-based integration, ontology development methodologies, knowledge extraction, prediction of semantic relations of biocontrol agents, integration of biomedical knowledge, semantic checking of information support, a tool for automatic anomaly identification in OWL ontologies, challenges and prospects of industry 4.0, and ontological modeling. As the world enters the era of big data, there is a serious need to give a semantic perspective to the data in order to find unseen patterns, derive meaningful information, and make intelligent decisions. Semantic technologies offer the richest machine-interpretable (rather than just machine-processable) and explicit semantics that are being extensively used in various domains and industries. These technologies reduce the problem of large semantic loss in the process of modelling knowledge, and provide sharable, reusable knowledge,and a common understanding of the knowledge.

Microsoft Azure Storage: The Definitive Guide

Автор: Limpopo5 от 2023-08-10, 15:58:18
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Microsoft Azure Storage: The Definitive GuideНазвание: Microsoft Azure Storage: The Definitive Guide
Автор: Avinash Valiramani
Издательство: Microsoft Press/Pearson Education
Год: 2024
Страниц: 432
Язык: английский
Формат: epub (true)
Размер: 41.1 MB

Master best practices for success with all aspects of Azure cloud storage. For cloud environments to operate and scale as they should, their storage components must be designed and configured well. Now, there’s a complete, best-practice guide to designing, deploying, and managing Azure storage services for maximum performance, scalability, and value. Leading cloud consultant Avinash Valiramani shows how to make the most of Azure storage tools and services to reduce downtime, avoid unnecessary costs, simplify management, and maintain excellent performance no matter how large you scale. You’ll fi nd detailed, expert coverage of Azure blob, fi le, queue storage, managed disks, Data Share, Data Box, and more. Whatever your role in delivering efficient, reliable cloud services, this deep dive will help you make the most of your Azure investment. Azure Blob Storage supports various programming languages, including .NET, Python, Node.js, PHP, Java, and Ruby. This enables developers to integrate Azure Blob Storage to meet the needs of various applications to extend or replace the existing underlying storage. For all IT, cloud, infrastructure, storage, and virtualization administrators or architects at all levels of Azure experience

Docs-as-Ecosystem: The Community Approach to Engineering Documentation

Автор: Limpopo5 от 2023-08-09, 04:07:36
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Docs-as-Ecosystem: The Community Approach to Engineering DocumentationНазвание: Docs-as-Ecosystem: The Community Approach to Engineering Documentation
Автор: Alejandra Quetzalli
Издательство: Apress
Год: 2023
Страниц: 236
Язык: английский
Формат: pdf
Размер: 12.8 MB

Investing in engineering documentation (Docs) means investing in community user experience. This book teaches readers how mastering the docs-as-code ecosystem empowers communities to understand better their favorite products and Open-Source (OSS) technologies better. Author Alejandra Quetzalli believes that “docs-as-ecosystem” represents a more comprehensive and collaborative approach to documentation development than “docsas- code” because it recognizes that documentation is more than just code. Docs involve technical writing, design, community feedback, community management, accessibility, SEO, UX, and today… even Artificial Intelligence tools! The word ecosystem promotes a paradigm where we treat documentation as a complex and dynamic system that must be managed and nurtured. In this book, you’ll acquire practical skills such as creating public style guides, incorporating responsive and accessible design, designing user flows and information architecture, retrieving user feedback, and setting up Docs analytics. You’ll learn to identify the difference in work processes between maintaining Docs for a product versus an OSS technology. You’ll discover the secrets to managing technical writers and OSS contributions, all while building a thriving Docs community. To end on a futuristic note, you’ll discover why technical writers who harness Artificial Intelligence (AI) tools (i.e., ChatGPT) need not fear a robot uprising anytime soon.

Personalized Human-Computer Interaction, 2nd edition

Автор: Limpopo5 от 2023-08-08, 04:50:26
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Personalized Human-Computer Interaction, 2nd editionНазвание: Personalized Human-Computer Interaction, 2nd edition
Автор: Mirjam Augstein, Eelco Herder, Wolfgang Worndl
Издательство: De Gruyter
Год: 2023
Страниц: 376
Язык: английский
Формат: pdf (true), epub
Размер: 42.0 MB

Personalized and adaptive systems employ user models to adapt content, services, interaction or navigation to individual users’ needs. User models can be inferred from implicitly observed information, such as the user’s interaction history or current location, or from explicitly entered information, such as user profile data or ratings. Applications of personalization include item recommendation, location-based services, learning assistance and the tailored selection of interaction modalities. With the transition from desktop computers to mobile devices and ubiquitous environments, the need for adapting to changing contexts is even more important. However, this also poses new challenges concerning privacy issues, user control, transparency, and explainability. In addition, user experience and other human factors are becoming increasingly important. Recommender systems aim at facilitating users’ search and decision-making when they are faced with a large number of available options, such as buying products online or selecting music tracks to listen to. A broad range of Machine Learning models and algorithms has been developed that aim at predicting users’ assessment of unseen items and at recommending items that best match their interests.

Quantum-Safe Cryptography Algorithms and Approaches: Impacts of Quantum Computing on Cybersecurity

Автор: Limpopo5 от 2023-08-08, 04:12:50
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Quantum-Safe Cryptography Algorithms and Approaches: Impacts of Quantum Computing on CybersecurityНазвание: Quantum-Safe Cryptography Algorithms and Approaches: Impacts of Quantum Computing on Cybersecurity
Автор: Satya Prakash Yadav, Raghuraj Singh, Vibhash Yadav
Издательство: De Gruyter
Серия: Quantum Computing
Год: 2023
Страниц: 346
Язык: английский
Формат: pdf (true), epub
Размер: 14.7 MB

Quantum computers have demonstrated that they have the inherent potential to outperform classical computers in many areas. One of the major impacts is that the currently available cryptography algorithms are bound to no longer hold once quantum computers are able to compute at full speed. This book presents an overview of all the cross-disciplinary developments in cybersecurity that are being generated by the advancements in quantum computing. Quantum computers from various established technology giants have demonstrated that they have the inherent potential to outperform classical computers in many areas. Especially in real-time analytics of big data, quantum computing (QC) has strongly established its superiority. Worldwide researchers in the past decade have built and deployed quantum computers for multiple use cases including homeland security, drug discovery, genome engineering, etc. Some researchers pursue quantum computing’s potential to unlock the secrets of physics and to facilitate the development of new chemicals to aid the welfare of the humanity. Quantum computing is being increasingly used for Artificial Intelligence (AI) applications. With clouds being proclaimed as the one-stop IT solution for business automation needs, there is a rush of deploying quantum computers in cloud environments. Quantum computing as a service (QCaaS) is the latest service offering of cloud service providers.

Redefining Traffic: How AI Leads the Change

Автор: Limpopo5 от 2023-08-07, 19:25:51
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Redefining Traffic: How AI Leads the ChangeНазвание: Redefining Traffic: How AI Leads the Change
Автор: Guanghui Zhao
Издательство: World Scientific Publishing
Год: 2023
Страниц: 304
Язык: английский
Формат: pdf (true)
Размер: 12.5 MB

Advances in Artificial Intelligence (AI) have redefined research and development in many areas, particularly in the direction of engineering research, application of Machine Learning, and the use of Deep Learning in many aspects of engineering research. This book looks at the impact of AI and how it has transformed transportation in the form of Smart Traffic Management Systems in a world of unmanned systems and autonomous machines. The book explores the problems faced in air, sea and land transport and traffic. It looks into Unmanned Aerial Vehicles (UAVs), autonomous and remotely-operated ships, intelligent port management systems, and modern urban railway systems. Redefining Traffic is a reference book for researchers, engineers, and technical personnel specializing in intelligent traffic, Artificial Intelligence, Big Data, and the Internet of Things (IoT). It can also be used as a study guide for advanced undergraduates interested in AI, vehicle engineering, automation, and computing.

The Big Book of PowerShell Gotchas

Автор: Limpopo5 от 2023-08-07, 15:46:56
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The Big Book of PowerShell GotchasНазвание: The Big Book of PowerShell Gotchas
Автор: Don Jones, The DevOps Collective, Inc.
Издательство: Leanpub
Год: 2018-10-28
Язык: английский
Формат: pdf (true), epub
Размер: 13.5 MB

PowerShell is full of "gotchas" - little things that just get in your way and are hard to figure out on your own. This short book is intended to help you figure them out and avoid them. One tricky thing is understanding that there are a certain number of commands that come with PowerShell, _while _most commands do not. Every new version of PowerShell includes at least a few new commands. For example, Start-Job appeared for the first time in PowerShell v2, while Invoke-AsWorkflow was introduced in PowerShell v3. What confuses people is that a new version of PowerShell also tends to correspond with a new version of the Windows operating system? and the OS itself comes with hundreds of commands. For example, you may have used Get-SmbShare for the first time in Windows Server 2012, which included PowerShell v3. But Get-SmbShare is part of the operating system, not part of PowerShell. That is, you won’t have Get-SmbShare on every system that has PowerShell v3 or later, because the command isn’t a “feature of PowerShell,” it’s a “feature of Windows.” So? where do you get commands?

Linear Algebra for Data Science

Автор: Limpopo5 от 2023-08-07, 14:57:56
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Linear Algebra for Data ScienceНазвание: Linear Algebra for Data Science
Автор: Moshe Haviv
Издательство: World Scientific Publishing
Год: 2023
Страниц: 257
Язык: английский
Формат: pdf (true)
Размер: 10.5 MB

This book serves as an introduction to linear algebra for undergraduate students in Data Science, statistics, Computer Science, economics, and engineering. The book presents all the essentials in rigorous (proof-based) manner, describes the intuition behind the results, while discussing some applications to Data Science along the way.The book comes with two parts, one on vectors, the other on matrices. The former consists of four vector algebra, linear independence and linear subspaces, orthonormal bases and the Gram-Schmidt process, linear functions. The latter comes with eight matrices and matrix operations, invertible matrices and matrix inversion, projections and regression, determinants, eigensystems and diagonalizability, symmetric matrices, singular value decomposition, and stochastic matrices. The book ends with the solution of exercises which appear throughout its twelve chapters. Linear algebra is linear algebra is linear algebra. So why does the title refer to Data Science? The answer is that the content of this text is what I believe is what students in Data Sciences need to know.

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