Название: Mastering Performance Optimization in Python: Unlock the Secrets of Expert-Level Skills
Автор: Larry Jones
Издательство: Walzone Press
Год: 2025
Страниц: 500
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Dive deep into the art and science of Python performance enhancement with "Mastering Performance Optimization in Python: Unlock the Secrets of Expert-Level Skills." This advanced guide transforms seasoned developers into Python performance experts by exploring sophisticated techniques that elevate coding prowess. From runtime environments and data handling to memory management and concurrency, this book provides the essential insights needed to navigate and conquer complex performance challenges. Each chapter meticulously breaks down intricate concepts, presenting clear, actionable strategies for real-world application. Discover how to leverage Python's built-in libraries, utilize asynchronous programming, and implement multithreading and multiprocessing for optimal efficiency. With a focus on profiling, benchmarking, and continuous monitoring, the book ensures that readers develop the skills to not only identify but also rectify performance bottlenecks, delivering applications that are both robust and scalable.

Название: Explainable Artificial Intelligence in the Healthcare Industry
Автор: Abhishek Kumar, T. Ananth Kumar, Prasenjit Das, Chetan Sharma
Издательство: Wiley-Scrivener
Год: 2025
Страниц: 680
Язык: английский
Формат: pdf (true), epub
Размер: 31.6 MB

Discover the essential insights and practical applications of Explainable AI in healthcare that will empower professionals and enhance patient trust with Explainable AI in the Healthcare Industry, a must-have resource. Explainable AI (XAI) has significant implications for the healthcare industry, where trust, accountability, and interpretability are crucial factors for the adoption of Artificial Intelligence. XAI techniques in healthcare aim to provide clear and understandable explanations for AI-driven decisions, helping healthcare professionals, patients, and regulatory bodies to better comprehend and trust the AI models’ outputs. Explainable AI in the Healthcare Industry presents a comprehensive exploration of the critical role of explainable AI in revolutionizing the healthcare industry.

Название: Cross-device Federated Recommendation: Privacy-Preserving Personalization
Автор: Xiangjie Kong, Lingyun Wang, Mengmeng Wang, Guojiang Shen
Издательство: Springer
Серия: Machine Learning: Foundations, Methodologies, and Applications
Год: 2025
Страниц: 166
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This book introduces the prevailing domains of recommender systems and cross-device Federated Learning (FL), highlighting the latest research progress and prospects regarding cross-device federated recommendation. As a privacy-oriented distributed computing paradigm, cross-device Federated Learning enables collaborative intelligence across multiple devices while ensuring the security of local data. In this context, ubiquitous recommendation services emerge as a crucial application of device-side AI, making a deep exploration of federated recommendation systems highly significant. This book is self-contained, and each chapter can be comprehended independently. Overall, the book organizes existing efforts in federated recommendation from three different perspectives. The perspective of learning paradigms includes statistical Machine Learning (ML), Deep Learning, Reinforcement Learning, and meta learning, where each has detailed techniques (e.g., different neural building blocks) to present relevant studies. The perspective of privacy computing covers homomorphic encryption, differential privacy, secure multi-party computing, and malicious attacks.

Название: Deep Learning and Computer Vision: Models and Biomedical Applications: Volume 1
Автор: Uma N. Dulhare, Essam Halim Houssein
Издательство: Springer
Серия: Algorithms for Intelligent Systems
Год: 2025
Страниц: 222
Язык: английский
Формат: pdf (true), epub
Размер: 25.5 MB

This book takes a balanced approach between theoretical understanding and real time applications. All topics show how to explore, build, evaluate and optimize Deep Learning models with Computer Vision. Deep Learning is integrated with Computer Vision to enhance the performance of image classification with localization, object detection, object recognition, object segmentation, image style transfer, image colorization, image reconstruction, image super-resolution, image synthesis, motion detection, pose estimation, semantic segmentation in biomedical field. Huge number of efficient approaches/applications and models support medical decisions in the fields of cardiology, dermatology, and radiology. The content of book elaborates Deep Learning models such as convolution neural networks, Deep Learning, generative adversarial network, long short-term memory networks (LSTM), autoencoder (AE), restricted Boltzmann machine (RBM), self-organizing map (SOM), deep belief network (DBN), etc.

Название: When Docker Meets Java: A Practical Guide to Docker for Java and Spring Boot Applications
Автор: Ashish Choudhary
Издательство: Apress
Год: 2025
Страниц: 249
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB

Discover how to become a more efficient Java developer using Docker. This book will help you streamline your development process, boost portability, and enhance the efficiency of your applications. Docker has transformed the landscape of application and deployment by simplifying the creation and management of development environments, saving valuable time and reducing compatibility issues. With this book, you will learn how to package Java applications into Docker containers, making them consistent and portable across different environments. As a result, you’ll gain the expertise to efficiently scale and manage your applications, ensuring they run smoothly in production to boost development efficiency. This book sets itself apart through its emphasis on Java developers’ specific needs and challenges, providing relevant examples and use cases. The hands-on practical approach provides you with the necessary skills to be a more valuable Java developer. For Java developers who want to make their applications more portable and easier to manage.

Название: ChatGPT For Dummies, 2nd Edition
Автор: Pam Baker
Издательство: For Dummies
Год: 2025
Страниц: 352
Язык: английский
Формат: epub (true)
Размер: 11.1 MB

Updated to provide a deeper and closer look at ChatGPT. Expanded and extended, this new edition of ChatGPT For Dummies covers the latest tools, models, and options available on the popular generative AI platform. You'll learn best practices for using ChatGPT as a text and media generation tool, research assistant, and content reviewer. If you're new to the world of AI, you'll get all the basic know-how needed to add ChatGPT to your professional toolbox. And if you've been doing the genAI thing for a while already, this book will sharpen your skills as you apply AI to real-world projects in an ethical manner. You'll get insight on the best practice for using ChatGPT to make your life and work easier and how to write prompts that result in high-quality output.

Название: Qt 4 - программирование GUI на C++
Автор: Жасмин Бланшет, Марк Саммерфилд
Издательство: М.: КУДИЦ-ПРЕСС
Год: 2007
ISBN: 978-5-91136-038-2
Страниц: 648
Формат: pdf
Качество: отличное
Размер файла: 10 MB
Язык: русский

Эта книга представляет собой руководство по практическому программированию в среде Qt 4.1. Приведенные в ней примеры помогут читателю понять основные принципы программирования в Qt (от создания диалоговых окон до реализации функциональных приложений), освоить передовые методы Qt 4, а также эффективно использовать новые программные интерфейсы Qt 4 - мощный графический процессор 2D и простые в применении классы-контейнеры.
В это издание включены новые главы, в которых описывается архитектура Qt 4 модель/представление, новый фреймворк для подключаемых модулей, основы программирования встроенных систем с помощью Qtopia, а также добавлено новое приложение. Помимо описания обширной интерактивной документации Qt, как и в книге по Qt 3, основное внимание уделено объяснению принципов Qt-программирования. Книга ориентирована на подготовленного читателя, знакомого с основами программирования на C++, Java или С#.

Название: Task Programming in C# and .NET: Modern Day Foundation for Asynchronous Programming
Автор: Vaskaran Sarcar
Издательство: Apress
Год: 2025
Страниц: 183
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

At a high level, to understand asynchronous programming, you need to be familiar with task programming, efficient use of the async and await keywords, and a few more important topics. However, task programming is the first major step towards modern-day asynchronous programming. This book tries to simplify the topic with simple examples, Q&A sessions, and exercises. The book starts with an introduction to asynchronous programming and covers task creation and execution. Next, you will learn how to work with continuing and nested tasks. Next, it demonstrates exception handling with different scenarios. Towards the end, you will understand how to manage task cancellations through examples and case studies. After reading this book, you can write efficient codes for multithreaded, asynchronous, and parallel development in C#. For C# and .NET developers.

Название: Generative AI For Dummies
Автор: Pam Baker
Издательство: For Dummies
Год: 2025
Страниц: 307
Язык: английский
Формат: True/Retail PDF, True EPUB
Размер: 12.2 MB

Generate a personal assistant with Generative AI. Generative AI tools capable of creating text, images, and even ideas seemingly out of thin air have exploded in popularity and sophistication. This valuable technology can assist in authoring short and long-form content, producing audio and video, serving as a research assistant, and tons of other professional and personal tasks. Generative AI For Dummies is your roadmap to using the world of Artificial Intelligence (AI) to enhance your personal and professional lives. You'll learn how to identify the best platforms for your needs and write the prompts that coax out the content you want. Written by the best-selling author of ChatGPT For Dummies, this book is the ideal place to start when you're ready to fully dive into the world of Generative AI. Technically speaking, GenAI refers to a subset of Artificial Intelligence technologies that use sophisticated natural language processing (NLP), neural networks, and Machine Learning (ML) models to generate unique and humanlike content. It belongs to a classification of AI called Large Language Models (LLMs), which analyze huge amounts of data in numerous languages including human languages, computer code, math equations, and images. This book offers an easy-to-follow overview of the capabilities of Generative AI and how to incorporate them into any job. It's perfect for anyone who wants to add AI know-how into their work.

Название: jаvascript programming for game development: Developing Engaging Games with JS
Автор: Felix Anderson
Издательство: Independently published
Год: 2025
Страниц: 435
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Unleash Your Creative Power with "jаvascript Programming For Game Development". Dive into the thrilling world of game development with Felix Anderson's masterclass guide, "jаvascript Programming For Game Development." This essential resource empowers you to harness the full capabilities of jаvascript to create engaging and dynamic games from scratch. Whether you are a beginner aiming to build your first game or an experienced developer seeking to deepen your expertise, this book is your gateway to becoming a proficient game developer using JS. Game development has evolved significantly over the years, expanding from simple text-based games to complex, visually immersive experiences. With the rise of the web, jаvascript has become a dominant force in browser-based gaming, making it possible for developers to build interactive, high-performance games accessible to millions worldwide. This chapter lays the foundation for JS game development, starting with an understanding of how JS is used in game development, why it is a preferred choice, and the essential tools and libraries developers need to create games.