Название: Data-Driven Decision Support System in Intelligent HealthCare
Автор: Debnath Bhattacharyya, Yu-Chen Hu
Издательство: CRC Press
Год: 2025
Страниц: 272
Язык: английский
Формат: epub (true)
Размер: 11.7 MB

Machine Intelligence with Generative AI is one of the most trending topics with applications in almost all fields of life. In healthcare, it is not only accelerating the development of new products, but also automating the generation of new and synthetic content making it easier to train and improve Machine Learning models. Some of the biggest achievements of Generative AI in healthcare have been drug discovery, personalized care, differentially private synthetic data generation, operational efficiency, and many more. Generative AI models like Generative Adversarial Networks (GANs), and Variational Autoencoders are employed to generate synthetic medical images, aiding in data augmentation, facilitating disease diagnosis, and enabling advanced medical imaging research. Additionally, Generative AI techniques are being utilized for creating realistic electronic health records (EHRs) and simulated patient data, supporting privacy-preserving data sharing, and empowering innovative studies for personalized medicine and drug development. This volume delves into the realm of Machine Intelligence with Generative AI and explores its impact on the healthcare industry.

Название: Get Set Go: Go programming fundamentals, environment setup, and core concepts
Автор: Amrit Pal Singh
Издательство: BPB Publications
Год: 2025
Страниц: 187
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Go, a modern programming language renowned for its efficiency and concurrency, empowers developers to build scalable and robust applications. Get Set Go is your practical guide to learn this powerful technology, designed to take you from foundational concepts to advanced development techniques with clarity and ease. This book systematically guides you through the essentials, starting with setting up your Go environment and writing your first programs, while understanding Go modules and basic output. You will then explore core language elements like diverse data types, control structures, functions, and effective error handling. Progressing further, you will learn to manipulate strings and files, delve into the intricacies of Go's reflection capabilities, and harness the power of concurrency with goroutines and channels. Finally, you will also unlock the potential of generics for writing reusable code and learn to secure your Go applications with cryptography. This book is for developers wanting to learn Go and experienced programmers seeking a structured guide. While no prior Go knowledge is needed, understanding basic programming concepts will benefit software engineers, backend developers, and tech enthusiasts.

Название: Fundamentals of Software Architecture: Practical guide to building resilient software and high-performance systems
Автор: Craig Risi
Издательство: BPB Publications
Год: 2025
Страниц: 556
Язык: английский
Формат: True/Retail EPUB
Размер: 10.1 MB

With the rising complexity of modern software systems, strong, scalable software architecture has become the backbone of any successful application. This book gives you the essential knowledge to grasp the core ideas and methods of effective software design, helping you build strong, flexible systems right from the start. The book systematically navigates the critical aspects of software architecture, commencing with a clear definition of its significance and the pivotal role of the software architect. It delves into fundamental architectural properties like performance, security, and maintainability, underscoring the importance of modularity in crafting well-structured systems. You will explore various established architectural styles, including microservices and layered architecture, alongside key design patterns such as MVC and repository, gaining insights into their practical application. This book is for software developers, technical leads, and anyone involved in software creation, seeking a foundational understanding of software architecture principles and practices to enhance their design skills and project outcomes.

Название: MATLAB C/C++, Fortran, Java, and Python API Reference (R2025a)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: March 2025
Страниц: 760
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Если у вас есть общая библиотека C++, экспортирующая функциональность, которая может быть вызвана из другого приложения, то вы можете использовать эти классы и функции непосредственно в MATLAB. Чтобы начать работу, вы должны сначала создать интерфейс к библиотеке C++, чтобы использовать его для вызова функциональности в MATLAB. Тот, кто создает этот интерфейс, называется издателем. Вы можете упаковать интерфейс и передать его конечному пользователю MATLAB. Вы можете получить доступ к существующим классам Java для использования в рабочем пространстве MATLAB. Например, использовать встроенные пакеты классов, такие как java.util, которые входят в состав языка Java. Описание этих пакетов см. в документации по языку Java. Вы также можете получить доступ к классам, определенным в отдельных файлах .class, пакетах или файлах Java Archive (JAR), включая разработанные вами классы. Вы можете запускать MATLAB с установленной в вашей системе версией Java Runtime Environment (JRE).

Название: Solving Problems with Python: A Practical Guide for Pupils, Students, and Teachers
Автор: Klemens Nguyen
Издательство: Independently published
Год: September 10, 2024
Страниц: 448
Язык: английский
Формат: epub
Размер: 15.6 MB

"Solving Problems with Python: A Practical Guide for Pupils, Students, and Teachers" is the perfect guide for anyone looking to understand Python by solving real-world problems. Whether you’re a pupil starting your programming journey, a student tackling data analysis, or a teacher looking to incorporate coding into your classroom, this book has something for you. In this hands-on guide, you'll learn through engaging examples and projects that make problem-solving intuitive and fun. From math challenges to data visualization, web scraping, and even game creation, you'll see how Python can be applied to practical tasks in every field. Are you ready to take your Python skills to the next level and unlock the power of programming for real-world problem solving? Whether you're a student eager to learn, a teacher seeking new ways to engage your class, or someone looking to enhance your problem-solving abilities, this book offers the perfect starting point. Packed with practical examples, hands-on projects, and clear explanations, it's designed to make learning Python accessible and enjoyable.

Название: Neural Network Advancements in the Age of AI
Автор: Sarah Benziane, Fatiha Guerroudji Meddah
Издательство: IGI Global
Год: 2025
Страниц: 576
Язык: английский
Формат: pdf (true), epub
Размер: 28.4 MB

Emerging trends such as Explainable Artificial Intelligence (XAI), few-shot learning, and neural architecture search (NAS) push the boundaries of current neural networks. These cutting-edge networks are transforming the design and efficiency in modern applications, including computer vision, natural language processing (NLP), and autonomous systems. They enable engineers and data scientists to design efficient models, accelerating innovation in sectors like healthcare, biotechnology, and smart systems. The practical implementation techniques of these advanced neural networks are ideal for optimizing neural networks in real-world scenarios and solving real-world problems. Neural Network Advancements in the Age of AI provides a comprehensive exploration of neural networks, emphasizing both the theoretical foundations and practical applications across various fields. It bridges the gap between theory and practice, making neural networks accessible to both researchers and practitioners. Covering topics such as machine translation, predictive maintenance, and skill acquisition, this book is an excellent resource for AI engineers, data scientists, software developers, healthcare professionals, financial practitioners, engineers, computer scientists, professionals, researchers, scholars, academicians, and more.

Название: Emerging Trends in Artificial Intelligence: Integrating Theories and Practice
Автор: Haruna Chiroma
Издательство: IOP Publishing
Серия: IOP Series in Next Generation Computing
Год: 2025
Страниц: 388
Язык: английский
Формат: pdf (true)
Размер: 43.6 MB

Emerging Artificial Intelligence: Integrating theories and practice is specifically tailored for researchers in AI who are eager to delve into the latest developments and explore the integration of theoretical concepts with practical applications. This book is an essential guide for researchers in AI seeking to bridge the gap between theory and practice, embark on a transformative journey through the latest advancements in AI and gain a comprehensive understanding of their real-world applications. After reading the book, the reader will be able to clearly understand the industrial applications of each emerging AI domain and appreciate the operations of AI in industry as well as society in general. LLMs exhibit distinct characteristics in comparison to traditional Machine Learning and Deep Learning approaches. Machine Learning typically operates with smaller datasets, and is often trained using shallow learning algorithms, which excel in performance with limited data.

Название: Decoding jаvascript Design Patterns: Build scalable applications with object-oriented programming
Автор: Rushabh Mulraj Shah
Издательство: BPB Publications
Год: 2025
Страниц: 573
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

In today's digitally powered world, jаvascript lies at the heart of nearly every web application. From dynamic user interfaces to behind-the-scenes logic, jаvascript enables everything from online shopping to learning new skills and connecting with global communities. This book is your guide to mastering jаvascript through design patterns - proven solutions that make applications scalable, robust, and adaptable to ever-changing demands. This book guides you through the essential world of jаvascript design patterns, beginning by introducing the three main categories of design patterns - creational, structural, and behavioral. Further, readers will learn how to manage asynchronous behavior and integrate them with modern frameworks like React and Vue. Advanced concepts like MVC and MVVM are explained, along with their role in web architecture and scalability. This book is a perfect guide for jаvascript developers, web architects, and tech enthusiasts looking to optimize code, build scalable applications, and master design patterns. This book is also for testers aiming to improve unit test efficiency.

Название: C# 13 and .NET 9: Guide to C# 13, .NET 9, data management, and deployment strategies
Автор: Jefferson S. Motta
Издательство: BPB Publications
Год: 2025
Страниц: 827
Язык: английский
Формат: epub (true)
Размер: 10.4 MB

C# and .NET continue to evolve as powerful, versatile tools for building modern applications, driving innovation across various platforms. This book focuses on the latest advancements, empowering you to develop robust and high-performing software solutions. The book leads you from setting up your development environment and understanding C# fundamentals, including new C# 13 language features, to mastering object-oriented programming with classes, inheritance, and interfaces. You will then learn to utilize the extensive .NET framework's base class library, handling file I/O, and efficiently managing data with Entity Framework Core and LINQ. This book is designed for beginners in C# programming, as well as mid-level and senior programmers, software engineers, web developers, systems architects, and IT professionals looking to expand their technical toolkit. It covers both basic and advanced techniques, serving as a comprehensive guide to the world of C# and .NET, making it valuable for everyone from students to enterprise solution developers.

Название: High-Performance Computing and Artificial Intelligence in Process Engineering
Автор: Mingheng Li, Yi Heng
Издательство: IOP Publishing
Год: 2025
Страниц: 309
Язык: английский
Формат: pdf (true)
Размер: 62.1 MB

High-performance computing (HPC) and Artificial Intelligence (AI) in process engineering involve complex system modelling, data analysis, optimization design, and real-time monitoring. Key methods include data integration, model construction, optimization algorithms, Machine Learning, Deep Learning, parallel computing, and real-time analytics. These techniques significantly enhance production efficiency, reduce costs, and improve system stability. They also promote industrial intelligence, creating new opportunities and challenges in process engineering. This integration supports the advancement of Industry 4.0 and smart manufacturing. Aimed at researchers and industrial practitioners in process engineering, manufacturing, Data Science, Artificial Intelligence and high-performance computing.