Название: Modern Technologies in Healthcare
Автор: Temitope Emmanuel Komolafe, Patrice Monkam, Blessing Funmi Komolafe, Nizhuan Wang
Издательство: CRC Press
Серия: Analytics and AI for Healthcare
Год: 2025
Страниц: 348
Язык: английский
Формат: pdf (true), epub
Размер: 16.8 MB

This book comprehensively explores the latest technological advancements in healthcare, with a particular focus on the application of cutting-edge technologies, such as Artificial Intelligence (AI), Computer Vision, and robotics. The focus extends across crucial domains, such as disease diagnosis and monitoring, medical imaging, and the facilitation of remote healthcare services. The book provides a comprehensive overview of AI techniques for intelligent diagnoses, discussing how Machine Learning and Deep Learning models enhance accuracy and speed in medical imaging, diagnostics, and patient care. It also delves into the integration of AI with other disciplines, such as Data Science, computer vision, edge computing, robotics, and web development, to tackle complex medical challenges. The core of intelligent medical image classification is to use Machine Learning and Deep Learning algorithms to extract features from medical image data and classify them. Traditional Machine Learning methods include support vector machines (SVM), decision trees, random forests, etc., while Deep Learning methods have attracted much attention for their excellent performance in image recognition and classification tasks, especially the application of CNN.

Название: Fundamentals of C and Data Structure
Автор: Asha Gowda Karegowda, Bhargavi K, Roopa T
Издательство: CBS Publishers & Distributors Pvt. Ltd.
Год: 2022
Страниц: 778
Язык: английский
Формат: pdf (true)
Размер: 15.9 MB

Fundamentals of C and Data Structures has been written for students of all branches of BE, BTech, BSc, BA BCom, BCA MCA MTech, and diploma courses. The book follows a cohesive approach of illustrations, explanation of concepts, and examples on fundamentals of C programming language, and data structures using C language. Data structures is one of the essential subjects of computer science discipline. With the intensification in computerization, there is still a demand and scope for computer applications in any domain. For this, the basic awareness of data structures is a must. To implement data structure concepts, one must have proper understanding of how different data structures work and also needs to have knowledge of computer language. This book comforts the reader to have understanding of C language as well as data structures perceptions using C language.

Название: PowerShell: Jobs and Parallel Processing
Автор: Laszlo Bocso
Издательство: Independently published
Год: October 21, 2024
Страниц: 362
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

"Mastering PowerShell Jobs and Parallel Processing: Optimize Your Automation Workflows" is the ultimate guide for IT professionals, system administrators, DevOps engineers, and PowerShell enthusiasts looking to harness the full power of parallel processing in their scripts and automation tasks. This comprehensive book demystifies the concepts of jobs and parallel processing in PowerShell, providing readers with the knowledge and practical skills to dramatically improve the efficiency and performance of their scripts. In today's fast-paced IT environment, the ability to execute multiple tasks simultaneously is crucial for managing complex systems and processing large amounts of data. This book takes you on a journey from the basics of PowerShell jobs to advanced parallel processing techniques, equipping you with the tools to tackle even the most demanding automation challenges.

Название: Large Language Models: An Introduction
Автор: Oswald Campesato
Издательство: Mercury Learning and Information
Год: 2024
Страниц: 503
Язык: английский
Формат: True PDF, True EPUB
Размер: 31.2 MB

This book begins with an overview of the Generative AI landscape, distinguishing it from conversational AI and shedding light on the roles of key players like DeepMind and OpenAI. It then reviews the intricacies of ChatGPT, GPT-4, Meta AI, Claude 3, and Gemini, examining their capabilities, strengths, and competitors. Readers will also gain insights into the BERT family of LLMs, including ALBERT, DistilBERT, and XLNet, and how these models have revolutionized natural language processing. Further, the book covers prompt engineering techniques, essential for optimizing the outputs of AI models, and addresses the challenges of working with LLMs, including the phenomenon of hallucinations and the nuances of fine-tuning these advanced models. Designed for software developers, AI researchers, and technology enthusiasts with a foundational understanding of AI, this book offers both theoretical insights and practical code examples in Python. This book is intended primarily for people who have a basic knowledge of Generative AI or software developers who are interested in working with LLMs. Specifically, this book is for readers who are accustomed to searching online for more detailed information about technical topics.

Название: Tensorflow Keras: нейронные сети на Python
Автор: Валерий Никаноров
Издательство: stepik
Год: 2025
Формат: PDF
Страниц: много
Размер: 4 Mb
Язык: Русский

Этот курс — ваш проводник в мир глубокого обучения с использованием TensorFlow и Keras. Мы не просто расскажем, как работают нейронные сети, а научим вас создавать, обучать и применять их на практике. Вы освоите ключевые инструменты для решения реальных задач: от классификации изображений до файн-тюнинга моделей.

Название: Spring Security 6 Recipes: Essential Techniques for Quick and Secure Java Applications
Автор: Massimo Nardone
Издательство: Apress
Год: 2025
Страниц: 137
Язык: английский
Формат: True PDF, True EPUB
Размер: 10.1 MB

Ensure robust web security for your Java applications in just a few days. This recipe-driven, practical pocketbook provides a straightforward guide to quickly developing and deploying secure enterprise applications using the Spring 6 Framework, Spring Boot 3, and the H2 database. The book is organized into problems and corresponding recipes, offering solutions for both small and large challenges. First, you will learn how to install all essential development tools, such as IntelliJ IDEA, JDK v17, and Maven. Then you will dive into recipes on using Spring Security 6 with JSP tags and Thymeleaf and integrating security features through Spring Boot 3 Initializr. Finally, you'll be equipped to build your own Spring Boot project using Spring Security, Spring Data JDBC, and the H2 database. This recipes guide is ideal for readers who want to get up and running with only the essential security features in a fraction of time. Its simplified approach offers immediate results for securing Java applications.

Название: Head First. Архитектура ПО
Автор: Раджу Ганди, Марк Ричардс, Нил Форд
Издательство: Спринт Бук
Год: 2025
Формат: pdf
Страниц: 480
Размер: 70 Мб
Язык: русский

Плох тот разработчик, который не мечтает стать архитектором! Вам тоже хочется пройти этот путь как можно быстрее? Авторы бестселлера "Фундаментальный подход к программной архитектуре" научат вас мыслить "архитектурно" и расскажут про актуальные проблемы архитектуры ПО. Вы узнаете о различиях между архитектурой и дизайном и о взаимосвязи между кодом, компонентами и архитектурными стилями. На ярких, запоминающихся и реальных примерах вы научитесь работать с самыми распространенными архитектурными стилями.

Название: Artificial Intelligence and Chatbots 101. How to Create a Chatbot With Python and Deep Learning
Автор: Peterson Johnson
Издательство: Peterson Johnson
Год: 2024
Формат: pdf
Страниц: 84
Размер: 11.9 Мб
Язык: английский

Chatbots are taking the world by storm. Powered by artificial intelligence, chatbots are going mainstream - transforming how businesses interact with customers and how we engage with devices and services. In this definitive guide, you’ll learn to create your own chatbots using Python and leading machine learning techniques like deep learning. Ideal for first-time chatbot developers, this hands-on book covers the key capabilities needed to build conversant chatbots. Clear explanations and downloadable code help you gain practical mastery as you progress through chatbot architecture, natural language processing, machine learning models, deep learning neural networks, testing, deployment and more.

Название: Generative Intelligence in Healthcare: Transforming Patient Care with AI Creativity
Автор: Sakshi Gupta, Umesh Gupta, Moolchand Sharma, Kamal Malik
Издательство: CRC Press
Год: 2025
Страниц: 398
Язык: английский
Формат: pdf (true), epub
Размер: 21.2 MB

This book explores the intersection of Artificial Intelligence (AI) and healthcare with a focus on generative intelligence. The book will introduce the concept of generative intelligence and its transformative potential in patient care, showcasing applications that go beyond conventional AI approaches. Generative Intelligence in Healthcare: Transforming Patient Care with AI Creativity delves into the use of generative models for personalized medicine, data analytics, and predictive modelling, providing real-world examples of how AI creativity can revolutionize treatment strategies and diagnostic processes. It focuses on the origin and basics of Generative AI, Generative AI models, and possible areas in healthcare where Generative AI can work. It discusses how Generative AI model will help healthcare providers automatically generate prescriptions, discharge summaries, and patient conditions. The unique strength of this book lies in its comprehensive examination of ethical considerations and regulatory frameworks, ensuring a responsible and transparent integration of generative intelligence in healthcare.

Название: Game Theory for Applied Econometricians: Data Analytics with R
Автор: Christopher P. Adams
Издательство: CRC Press
Год: 2025
Страниц: 281
Язык: английский
Формат: pdf (true), epub
Размер: 10.6 MB

Over the last 30 years the practice and use of game theory has changed dramatically, yet textbooks continue to present game theory with algebraic formalism and toy models. This book, on the other hand, illustrates game theory concepts using real-world data and analyses problems with real policy implications. The focus is on applying current learning to real world problems by providing an introduction to game theory and econometric analysis based on game theoretic principles using the computer language R. The book is written in RStudio using Sweave. Sweave allows LaTeX to be integrated into R. LaTeX is a free type-setting language that is designed for writing math. Much of the code that is used in the book is actually presented in the book.