Название: Machine Learning for Complex and Unmanned Systems Автор: Jоsе Маrtinеz-Саrrаnzа, Еvеrаrdо Inzunzа-Gоnzаlеz, Еnriquе Еfrеn Gаrсіа-Guеrrеrо Издательство: CRC Press Год: 2024 Страниц: 386 Язык: английский Формат: pdf (true) Размер: 25.4 MB This book highlights applications that include Machine Learning methods to enhance new developments in complex and unmanned systems. The contents are organized from the applications requiring few methods to the ones combining different methods and discussing their development and hardware/software implementation. The book includes two parts: the first one collects Machine Learning applications in complex systems, mainly discussing developments highlighting their modeling and simulation, and hardware implementation. The second part collects applications of Machine Learning in unmanned systems including optimization and case studies in submarines, drones, and robots. The chapters discuss miscellaneous applications required by both complex and unmanned systems, in the areas of Artificial Intelligence (AI), cryptography, embedded hardware, electronics, the Internet of Things (IoT), and healthcare. Each chapter provides guidelines and details of different methods that can be reproduced in hardware/software and discusses future research.
Название: Online Machine Learning: A Practical Guide with Examples in Python Автор: Еvа Ваrtz, Тhоmаs Ваrtz-Веiеlstеin Издательство: Springer Серия: Machine Learning: Foundations, Methodologies, and Applications Год: 2024 Страниц: 163 Язык: английский Формат: pdf (true), epub Размер: 19.0 MB This book deals with the exciting, seminal topic of Online Machine Learning (OML). The content is divided into three parts: the first part looks in detail at the theoretical foundations of OML, comparing it to Batch Machine Learning (BML) and discussing what criteria should be developed for a meaningful comparison. The second part provides practical considerations, and the third part substantiates them with concrete practical applications. The book is equally suitable as a reference manual for experts dealing with OML, as a textbook for beginners who want to deal with OML, and as a scientific publication for scientists dealing with OML since it reflects the latest state of research. But it can also serve as quasi OML consulting since decision-makers and practitioners can use the explanations to tailor OML to their needs and use it for their application and ask whether the benefits of OML might outweigh the costs. Chapter 1 describes the motivation for this book and the objective. Chapter 2 gives an overview and evaluation of methods and algorithms with special focus on supervised learning. Chapter 3 describes procedures for drift detection. Updateability of OML procedures is discussed in Chap. 4. Chapter 5 explains procedures for the evaluation of OML methods. Chapter 6 deals with special requirements for OML. Possible OML applications are presented in Chap. 7 and evaluated by experts in official statistics. The availability of the algorithms in software packages, especially for R and Python, is presented in Chap. 8.
Название: Advances on Mathematical Modeling and Optimization with Its Applications Автор: Gunjаn Мukhеrjее, Вiswаdiр Ваsu Маllik, Rаhul Каr Издательство: CRC Press Серия: Emerging Technologies Год: 2024 Страниц: 279 Язык: английский Формат: pdf (true) Размер: 22.2 MB Advances on Mathematical Modeling and Optimization with Its Applications discusses optimization, equality, and inequality constraints and their application in the versatile optimizing domain. It further covers non-linear optimization methods such as global optimization, and gradient-based non-linear optimization, and their applications. Math has become a part of our everyday life. From the minute we wake up to the moment we go to bed, we use mathematics in every aspect of our lives. The exhaustive contribution of mathematical aspects and applicative knowledge has become research worthy due to the invention and discoveries of many advanced sorts of theorems, Whether a person is Data Scientist, Data Analyst, or Machine Learning Engineer, “Mathematics” should be a key focus of the studies. Artificial Intelligence (AI) and Machine Learning (ML) are hot topics in the computer world, and for good reason. They help companies streamline operations and unearth data so that they can make better business decisions. Python is the most popular computer program for applying mathematical and statistical methods to AI development and applications.
Название: Advanced Data Fetching Patterns in React : Fast, User-Friendly Data Fetching for Developers Автор: Juntао Qiu Издательство: Leanpub Год: 2024-01-27 Страниц: 105 Язык: английский Формат: pdf (true), epub Размер: 22.3 MB "Advanced Data Fetching Patterns in React" is your essential guide to mastering the art of efficient data fetching in React. Discover innovative strategies and the latest features to elevate your React applications, transforming them into models of performance and efficiency. Dive in and reshape the way you handle data in your React projects! If you're developing React applications with rich API integrations, you might have noticed a trend: the more complex your app becomes, the slower and more cumbersome it feels. React's ecosystem is continually evolving, introducing many new concepts and techniques. Terms like React Server Components, Server-Side Rendering (SSR), and the Suspense API are not mere buzzwords; they represent significant shifts in how we approach building and optimizing React applications. However, mastering these advanced concepts can seem daunting. This book is your guide through the complexities of modern React development. We'll journey through the intricacies of parallel requests, lazy loading, and SSR and delve into the innovative territories of Server Components and the Suspense API. Each topic is broken down into understandable segments, providing actionable insights and clear explanations.
Название: Model-Driven Software Systems Development Using the Meta-Artifact Process Автор: Wауnе О’Вriеn Издательство: CRC Press Год: 2024 Страниц: 145 Язык: английский Формат: pdf (true) Размер: 10.1 MB The importance of architecture for software systems is widely accepted, but the role of architecture in the overall development process is not so clear. Presenting an architecture-centric process, Model-Driven Software Systems Development Using the Meta-Artifact Process makes the role of architecture clear. At its core, this book is about developing software systems and, more specifically, software code. It describes three major innovations for making software, which are combined with five widely used enabling technologies, to provide a complete, hypothesis-driven software development process known as Meta-Artifact Process (MAP). Having complete requirements is essential for making good software and supports the hypothesis-driven MAP. Model-Driven Software Systems Development Using the Meta-Artifact Process, a guide for making software (MSW) can be used for large or small systems, using agile methods wherever appropriate, while supporting the OMG Essence standard, and working within an overarching architecture. MSW is concerned in particular with software systems, specifically software codes. Unless specified otherwise, the words system or software or program or code refer to this software code. In some references to hypotheses, program is used as including all aspects of a software system, such as its architecture. MSW works in conjunction with an organization’s existing processes, especially Model-Driven Development (MDD). Some familiarity with MDD is useful but not essential to understand the ideas.
Название: Clean Code: An Agile Guide to Software Craft Автор: Frаhааn Нussаin, Каmеron Нussаin Издательство: Sonar Publishing Год: October 17, 2023 Страниц: 335 Язык: английский Формат: pdf, azw3, epub, mobi Размер: 10.1 MB Clean Code: An Agile Guide to Software Craft is an indispensable resource for software developers and engineers striving to write clean, maintainable, and efficient code. Authored by Robert C. Martin, a renowned expert in software development, this book delves deep into the art and science of writing code that is not only functional but also easy to read and understand. In this comprehensive guide, Martin introduces you to the principles and practices of clean code, emphasizing the importance of writing code that communicates its intent clearly. He presents a set of practical guidelines and techniques for improving the quality of your codebase, making it easier to maintain and extend in the long run. You'll learn how to spot and rectify common code smells, design clean and intuitive functions and classes, and refactor existing code to align with best practices. Throughout the book, real-world examples and case studies illustrate the transformation of messy, convoluted code into elegant and clean solutions. Martin discusses the significance of meaningful variable names, proper code formatting, and effective commenting to enhance code clarity. Additionally, you'll explore topics such as testing, error handling, and code organization, all geared toward producing code that stands the test of time.
Название: Research Software Engineering: A Guide to the Open Source Ecosystem Автор: Маtthiаs Ваnnеrt Издательство: CRC Press Серия: Data Science Series Год: 2024 Страниц: 201 Язык: английский Формат: pdf (true) Размер: 14.0 MB Research Software Engineering: A Guide to the Open Source Ecosystem strives to give a big-picture overview and an understanding of the opportunities of programming as an approach to analytics and statistics. The book argues that a solid "programming" skill level is not only well within reach for many but also worth pursuing for researchers and business analysts. The ability to write a program leverages field-specific expertise and fosters interdisciplinary collaboration as source code continues to become an important communication channel. Given the pace of the development in data science, many senior researchers and mentors, alongside non-computer science curricula lack a basic software engineering component. This book fills the gap by providing a dedicated programming-with-data resource to both academic scholars and practitioners. Even though Research Software Engineering aims to be inclusive and open to a broad audience with different starting points, several prerequisites exist to get the most out of this book. I recommend you have made your first experience with an interpreted programming language like R or Python.
Название: Android Development with Kotlin: Crafting Dynamic Mobile Experiences Автор: Тhеорhilus Еdеt Издательство: CompreQuest Books Серия: Mobile App Development Год: 2024 Страниц: 267 Язык: английский Формат: pdf Размер: 31.1 MB Mastering Android Development: Crafting Memorable Mobile Experiences. Are you ready to unlock the secrets of crafting dynamic and captivating mobile experiences on the Android platform? Look no further than "Android Development with Kotlin: Crafting Dynamic Mobile Experiences." This comprehensive guide will revolutionize your approach to Android development, empowering you to create apps that stand out in today's competitive market. Sparking Curiosity: Engaging Mobile App Development Strategies. In this book, you'll embark on a journey into the world of Android development with Kotlin, the modern programming language that's taking the industry by storm. Whether you're a seasoned developer or a newcomer to mobile app development, you'll find valuable insights and practical techniques to elevate your skills and build exceptional apps. Discover the power of Kotlin as you delve into essential concepts such as activity lifecycle management, UI design principles, and navigation patterns. With clear explanations and hands-on examples, you'll learn how to harness Kotlin's expressive syntax and advanced features to streamline your development workflow and write clean, maintainable code.
Название: Learn Scala: Learn Scala latest version Автор: А. Dе Quаttrо Издательство: Independently published Год: 2024 Страниц: 120 Язык: английский Формат: pdf Размер: 15.2 MB Discover the potential of programming with the "Learn Scala" manual. Learn to create effective and efficient code using one of the most powerful and versatile programming languages. With practical examples and clear explanations, this guide will guide you step by step into the world of Scala programming. Programming with Scala is a fascinating topic that has attracted the interest of many developers in recent years. Scala is a multi-paradigm programming language that combines functional and object-oriented features, offering developers the flexibility needed to tackle a wide range of programming problems. In this introduction to programming with Scala, we will explore the key features and concepts of this language, providing a comprehensive overview of its capabilities and potential. Scala is a language suitable for both beginners, thanks to its intuitive syntax that is easy to learn, and for experts, who can leverage its advanced features to write more efficient and maintainable code. Scala is a powerful and flexible programming language that offers developers a wide range of tools and features to tackle various programming problems. With its intuitive syntax, interoperability with Java, strong static typing, and powerful API for concurrency, Scala is an ideal choice for those seeking a modern and efficient programming language.
Название: Mobile App Development: Strategies and Tools for Creating Impactful Mobile Solutions Автор: Тhеорhilus Еdеt Издательство: CompreQuest Books Серия: Mobile App Development Год: 2024 Страниц: 302 Язык: английский Формат: pdf Размер: 32.9 MB Your roadmap to mobile app success starts here—don't miss out. In the ever-evolving world of mobile technology, mastering the art of mobile app development is crucial for those looking to make a mark in the digital landscape. "Mobile App Development: Strategies and Tools for Creating Impactful Mobile Solutions" offers a comprehensive guide to navigating the complexities of app creation, making it essential reading for aspiring developers and seasoned professionals alike. Explore cutting-edge strategies and tools for impactful app development. With smartphones becoming an integral part of daily life for billions of people worldwide, the demand for innovative and impactful mobile solutions has never been higher. This book delves deep into the strategies and tools necessary to create mobile apps that not only meet user needs but also leave a lasting impression. From conceptualization to deployment, each chapter is filled with practical advice, real-world examples, and actionable techniques to help readers navigate every step of the development journey with confidence and precision.
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