Название: Informed Machine Learning
Автор: Daniel Schulz, Christian Bauckhage
Издательство: Springer
Год: 2025
Страниц: 344
Язык: английский
Формат: pdf (true), epub
Размер: 40.3 MB

This book presents the concept of Informed Machine Learning and demonstrates its practical use with a compelling collection of applications of this paradigm in industrial and business use cases. These range from health care over manufacturing and material science to more advanced combinations with Deep Learning, say, in the form of physical informed neural networks. The book is intended for those interested in modern Informed Machine Learning for a wide range of practical applications where the aspect of small data sets is a challenge. Machine Learning with small amounts of data? After the recent success of Artificial Intelligence based on training with massive amounts of data, this idea may sound exotic. However, it addresses crucial needs of practitioners in industry. While many industrial applications stand to benefit from the use of AI, the amounts of data needed by current learning paradigms are often hard to come by in industrial settings. As an alternative, learning methods and models are called for which integrate other sources of knowledge in order to compensate for the lack of data. This is where the principle of “Informed Machine Learning” comes into play.

Название: Building AR Apps with ARCore and ARKit: Master Augmented Reality App Development with ARCore and ARKit for Immersive and Interactive AR Experiences
Автор: Vedala Venkata Satyadev
Издательство: Orange Education Pvt Ltd
Год: 2025
Страниц: 242
Язык: английский
Формат: epub
Размер: 18.0 MB

Build Immersive AR Apps with ARCore and ARKit. Augmented Reality (AR) is revolutionizing how we interact with digital content, and mastering ARCore and ARKit can give you a competitive edge in this rapidly growing field. Building AR Apps with ARCore and ARKit takes you on a structured journey, starting with the fundamentals of AR technology and progressing to building real-world applications. By the end of this book, you won’t just understand AR—you’ll be equipped to build and deploy powerful AR applications with confidence. Whether you're a developer looking to expand your skill set or an innovator eager to push the boundaries of digital experiences, this book provides the expertise you need. Don’t get left behind—start building the future of AR today! This book is tailored for software developers looking to expand their skills and build immersive AR applications. Tech enthusiasts eager to explore AR development will gain hands-on experience with practical techniques. Students and learners studying programming or mobile development can use this book to create interactive AR apps with ARCore and ARKit. A basic understanding of C# or Swift and experience with Android or iOS development is recommended. No prior AR experience is required.

Название: Информатика и программирование: объектно-ориентированное программирование (на основе языка С#)
Автор: Мурадханов С.Э., Широков А.И.
Издательство: Издательский Дом МИСиС
Год: 2015
Cтраниц: 309
Формат: pdf
Размер: 31 мб
Язык: русский

Объектно-ориентированная парадигма (ОПП) является фундаментом разработки современных программных комплексов. Изучающая такие средства дисциплина имеет как теоретическую составляющую (объектно-ориентированный подход к анализу предметной области), так и практическую (синтез информационной системы с использованием инструментов объектно-ориентированной разработки).

Название: Learning Java: A Test-Driven Approach
Автор: Joshua Crotts
Издательство: Springer
Год: 2024
Страниц: 474
Язык: английский
Формат: pdf (true)
Размер: 18.5 MB

This introductory textbook on Java programming is different from others by its emphasis on test-driven development. Writing tests before designing the implementation is incredibly important for debugging purposes and understanding the desired outcome. While testing is often an afterthought in other Java textbooks (being placed at the very end or not at all, which is in some ways cruel to withhold such capabilities from the student), this text takes a different, perhaps "functional“ approach to learning Java: it introduces testing and methods from the start, followed by conditionals, recursion, and loops (on purpose in this very order). It then dives deep into data structures and the Java Collections API, including streams and generics. After this, it pivots to object-oriented programming, exceptions and I/O, searching and sorting, algorithm analysis, and eventually advanced Java/programming topics. This ordering of topics is well adjusted to prepare students to subsequent upper-level courses in data structure or algorithm design and implementation. The approach is illuminated by numerous code snippets and the students’ understanding is consolidated by about 250 exercises covering all topics covered in the book. With this book, readers will not only learn how to program Java, but also acquire a necessary precondition for successfully writing and testing commercial software.

Название: Building Intelligent Apps with .Net and Azure AI Services: Start Your Journey in Building Intelligent Solutions
Автор: Ashirwad Satapathi
Издательство: Apress
Год: 2024
Страниц: 209
Язык: английский
Формат: pdf (true), epub (true)
Размер: 26.6 MB

Building Intelligent Apps with .NET and Azure AI Services is a comprehensive book that will equip readers with the knowledge and skills to develop intelligent solutions by leveraging the capabilities of Azure AI Services. This book adopts a practical and example-based approach, ensuring that readers can easily grasp the subject matter and apply it effectively. The book begins by covering essential topics that lay the foundation for understanding Azure AI Services. Readers will gain a solid understanding of how to provision Azure AI Services and seamlessly integrate them into their .NET applications. Through detailed and illustrative examples, readers will be guided step-by-step in building intelligent solutions that target a range of platforms. In addition to the core concepts, the book delves into various AI services, offering practical guidance on building solutions for a wide array of scenarios. From text translation to image classification, readers will learn how to harness the power of Azure AI Services to solve complex problems. For developers, cloud architects, and tech enthusiasts looking forward to building scalable and intelligent solutions using Azure AI Services and .NET.

Название: Разработка игр на Unity: Раскрой всю мощь Unity и создай игру своей мечты, 4-е издание
Автор: Николас Алехандро Борромео, Хуан Габриэль Гомила Салас
Издательство: Спринт Бук
Год: 2025
Страниц: 640
Язык: русский
Формат: pdf
Размер: 21.8 MB

Поднимите свои навыки разработки игр на следующий уровень. Исчерпывающее практическое руководство поможет раскрыть весь потенциал Unity. Каждая глава написана так, чтобы вы могли разработать собственную игру, а не просто скопировать код из книги. Издание включает описание захватывающих возможностей дополненной реальности и оптимизации производительности с помощью стека технологий, ориентированных на данные (DOTS). Используя пошаговые инструкции, вы пройдете путь от создания сцен до бесшовной интеграции ресурсов и погрузитесь в программирование на C# и визуальную разработку скриптов. Эта книга даст навыки, необходимые для воплощения игровых идей в жизнь и новичкам, и опытным профессионалам.

Название: Artificial Intelligence for Healthcare: Machine Learning and Diagnostics
Автор: Rishabha Malviya, Shivam Rajput, Mukesh Roy, Irfan Ahmad, Saurabh Srivastava
Издательство: De Gruyter
Год: 2025
Страниц: 453
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

The book Artificial Intelligence for Healthcare: Machine Learning and Diagnostics explores how AI and Machine Learning (ML) are reshaping healthcare, focusing on diagnosis, patient care, and treatment across various specialties. It covers AI applications in fields such as cardiovascular care, orthopedics, emergency medicine, ENT, and remote patient monitoring. Additionally, the book discusses AI’s transformative role in brain tumor surgery, dentistry, and elder care, showcasing its power to personalize therapies, predict outcomes, and enhance outpatient efficiency. Key chapters examine AI in pathology, specifically in image analysis and digital pathology, and its expanding influence in maternal and fetal health. This essential guide provides healthcare practitioners, researchers, clinical experts, and students with insights into AI's practical uses and future potential, serving as a valuable reference for AI-driven diagnostic advancements and healthcare solutions.

Название: Math Optimization for Artificial Intelligence: Heuristic and Metaheuristic Methods for Robotics and Machine Learning
Автор: Umesh Kumar Lilhore, Vishal Dutt, T. Ananth Kumar, Martin Margala, Kaamran Raahemifar
Издательство: De Gruyter
Год: 2025
Страниц: 644
Язык: английский
Формат: epub
Размер: 19.4 MB

The book presents powerful optimization approaches for integrating Artificial Intelligence (AI) into daily life. This book explores how heuristic and metaheuristic methodologies have revolutionized the fields of robotics and Machine Learning (ML). The book covers the wide range of tools and methods that have emerged as part of the AI revolution, from state-of-the-art decision-making algorithms for robots to data-driven Machine Learning models. Each chapter offers a meticulous examination of the theoretical foundations and practical applications of mathematical optimization, helping readers understand how these methods are transforming the field of technology. This book is an invaluable resource for researchers, practitioners, and students. It makes AI optimization accessible and comprehensible, equipping the next generation of innovators with the knowledge and skills to further advance robotics and Machine Learning. While Artificial Intelligence constantly evolves, this book sheds light on the path ahead.

Название: Spring и Spring Boot. Разработка облачных приложений на Java
Автор: Федор Урванов
Издательство: БХВ-Петербург
Год: 2025
Страниц: 381
Язык: русский
Формат: pdf
Размер: 42.0 MB

В книге рассмотрено актуальное состояние технологий Spring и Spring Boot, помогающих шире раскрыть возможности языка Java и аспектно-ориентированного программирования. Пошагово объяснено, как самостоятельно написать и развернуть облачный проект под управлением Spring. Рассказано о координации микросервисов на Java с применением Spring и модуля Spring Core способах внедрения зависимостей, аннотировании кода. На примере сквозного веб-приложения описаны важнейшие приемы работы с данными в стиле REST, тестирование данных, обеспечение согласованности, безопасности и долговременного хранения данных в приложении. Все примеры в книге рассмотрены на материале сквозного проекта, представляющего собой простую игру и иллюстрирующего основные приёмы взаимодействия с сервером, обновления данных и поддержания их актуальности. Для Java-программистов.

Название: Simply Python: A Comprehensive Guide for All Levels: Master Python Programming from Scratch to Advanced Concepts with Practical Examples and Real-World Projects
Автор: Ahmed Khorshid
Издательство: Independently published
Год: 2025
Страниц: 229
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Dive into the world of Python programming with Simply Python, your ultimate guide to mastering one of the most versatile and in-demand programming languages today. Whether you're a programming novice or an experienced developer looking to expand your skill set, this book offers a clear, concise, and practical approach to learning Python. From the basics of syntax and data types to advanced topics like web development, data analysis, and machine learning, this book covers it all. Packed with real-world projects, code examples, and step-by-step tutorials, Simply Python will help you build a strong foundation in Python and apply your knowledge to solve real-world problems. Discover the power of Python with Simply Python and unlock your potential to create innovative applications, analyze data, and automate tasks with ease.