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 Название: Deep Learning in Medical Image Processing and Analysis
Автор: Khaled Rabie, Chandran Karthik, Subrata Chowdhury, Pushan K. Dutta
Издательство: The Institution of Engineering and Technology
Год: 2023
Страниц: 376
Язык: английский
Формат: pdf (true)
Размер: 25.0 MB
This book introduces the fundamentals of Deep Learning for biomedical image analysis for applications including ophthalmology, cancer detection and heart disease. The book discusses multimedia data analysis algorithms and the principles of feature selection, optimisation and analysis. In the whole world, people are suffering from a variety of diseases. In order to detect these diseases, several medical imaging procedures are used in which images from different parts of the body are captured through advanced sensors and well-designed machines. These medical imaging procedures increase the expectations of patients in achieving better healthcare services from medical experts. Till now, various image processing algorithms such as neural networks (NN), convolutional neural networks (CNN), and Deep Learning are used for image analysis, image representation, and image segmentation. Yet, these approaches are not giving promising results in some applications of the healthcare sector. So, this chapter gives an overview of state-of-the-art image processing algorithms as well as highlights its limitations. Most Deep Learning algorithm implementations focus on the images of digital histopathology, computerized tomography, mammography, and X-rays. This work offers a thorough analysis of the literature on the classification, detection, and segmentation of medical image data. This review aids the researchers in considering necessary adjustments to Deep Learning algorithm-based medical image analysis. Further, the applications of medical image processing using Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning in the healthcare sector are discussed in this book. | |
Разместил: Ingvar16 16-10-2023, 03:14 | Комментарии: 0 | Подробнее
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 Название: Introduction to Ansible Network Automation: A Practical Primer
Автор: Brendan Choi, Erwin Medina
Издательство: Apress
Год: 2023
Страниц: 940
Язык: английский
Формат: pdf (true), epub (true)
Размер: 32.8 MB
This book provides a comprehensive learning journey aimed at helping you master Ansible and efficiently automate a range of enterprise network devices, such as routers, switches, firewalls, Wireless LAN Controller (WLC), and Linux servers. Introduction to Ansible Network Automation combines the fundamentals of three books into one, covering basics of Linux administration, Ansible concepts, and Ansible network automation. Authors Brendan Choi and Erwin Medina have created a structured learning path that starts with the fundamentals and allows you to progressively enhance your skill sets with each chapter. Part I serves as an Ansible primer, guiding you through Linux basics using WSL on Windows 11 and assisting in the setup of your learning environment. Part II covers essential Ansible concepts through practical lab activities involving four Linux servers. In Part III, you will learn how to apply your Linux skills from Part I and the concepts from Part II to real-world scenarios by creating Ansible automation YAML scripts. Ansible is a powerful open source automation tool that helps manage infrastructure, software deployments, and application configuration across numerous servers and IP devices. System administrators can define and automate workflows, called playbooks, that can perform various tasks such as installing software, managing services, configuring settings, and deploying applications. | |
Разместил: Ingvar16 15-10-2023, 20:07 | Комментарии: 0 | Подробнее
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 Название: Программист-прагматик. Путь от подмастерья к мастеру
Автор: Хант Э., Томас Д.
Издательство: Лори
Год: 2004
Cтраниц: 286
Формат: pdf
Размер: 27 мб
Язык: русский
Находясь на переднем крае программирования, книга "Программист-прагматик. Путь от подмастерья к мастеру" абстрагируется от всевозрастающей специализации и технических тонкостей разработки программ на современном уровне, чтобы исследовать суть процесса – требования к работоспособной и поддерживаемой программе, приводящей пользователей в восторг. Книга охватывает различные темы – от личной ответственности и карьерного роста до архитектурных методик, придающих программам гибкость и простоту в адаптации и повторном использовании. | |
Разместил: rivasss 15-10-2023, 19:21 | Комментарии: 0 | Подробнее
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 Название: The Power of Go: Tools, 2024 Edition
Автор: John Arundel
Издательство: Bitfield Consulting
Год: 2023
Страниц: 267
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB
Are you ready to unlock the power of Go, master obviousness-oriented programming, and learn the secrets of Zen mountaineering? If so, The Power of Go: Tools is the perfect next step on your software engineering journey, explaining how to write simple, powerful, robust, and even delightful programs in Go. Includes free updates for life. This friendly, supportive, yet challenging book will show you how master software engineers think, and guide you through the process of designing production-ready command-line tools in Go step by step. There are lots of books that will teach you Go, but not many that will show you what to do with it. In other words, once you’ve learned how to write Go code, what code should you write? This book is aimed at those who have a little experience with Go (or even a lot), and would now like to learn how to build good software with it. What is “good” software anyway? What would it look like in Go? And how do we get there from here? If software engineering is a craft, which it surely is, then how do we go about mastering it? It’s all very well to say “just write programs”, but how? How do we take some problem and start designing a program to solve it? How can we incorporate tests into the design? What are we even aiming to do here? I hope you’ll find at least some useful answers to these questions in this book, which focuses on developing command-line tools, but most of it applies to any kind of Go program. | |
Разместил: Ingvar16 15-10-2023, 15:56 | Комментарии: 0 | Подробнее
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 Название: Monte Carlo Simulations Using Microsoft EXCEL
Автор: Shinil Cho
Издательство: Springer
Год: 2023
Страниц: 164
Язык: английский
Формат: pdf (true)
Размер: 12.6 MB
This book offers step-by-step descriptions of various random systems and explores the world of computer simulations. In addition, this book offers a working introduction to those who want to learn how to create and run Monte Carlo simulations. Monte Carlo simulation has been a powerful computational tool for physics models, and when combined with the programming language Excel, this book is a valuable resource for readers who wish to acquire knowledge that can be applied to more complex systems. Visualization of the simulation results via the Visual Basic built in Microsoft EXCEL is presented as the first step towards the subject. Prior experience with the Excel add-in VBA is kept to a minimum. In addition, a chapter on quantum optimization simulation utilizing Python is added to explore the quantum computation. Readers will gain a fundamental knowledge and techniques of simulation physics, which can be extended to STEM projects and other research projects. The programming language used in this book is the built-in Visual Basic for Application (VBA) of EXCEL. The language is simple for numerical computation and can re-write legacy BASIC programs found in other renowned books. | |
Разместил: Ingvar16 15-10-2023, 15:34 | Комментарии: 0 | Подробнее
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 Название: Programming Languages: Principles and Paradigms (2nd Edition)
Автор: Maurizio Gabbrielli, Simone Martini
Издательство: Springer
Серия: Undergraduate Topics in Computer Science
Год: 2023
Страниц: 574
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
The goal of the book is to provide the basis for a critical understanding of most modern programming languages. Thus, rather than focusing on a specific language, the book identifies the most important principles shared by large classes of languages. The notion of ‘abstract machine’ is a unifying concept that helps to maintain an accurate and elementary treatment. The book introduces, analyses in depth, and compares the imperative, object-oriented, functional, logic, concurrent, constraint-based, and service-oriented programming paradigms. All material coming from the first English edition has been updated and extended, clarifying some tricky points, and discussing newer programming languages. This second edition contains new chapters dedicated to constraint, concurrent, and service-oriented programming. Following the guiding principle of the whole book, we have not referred to a specific language, even if we have tried to make some notions concrete by examining the case of Java. | |
Разместил: Ingvar16 15-10-2023, 14:03 | Комментарии: 0 | Подробнее
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 Название: Python Games from Zero to Proficiency (Intermediate): A step-by-step guide to coding your first shooter game with Python and Pygame
Автор: Patrick Felicia
Издательство: LPF Publishing
Год: October 2022
Страниц: 147
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.2 MB
Learn Python with Pygame, and create a full pacman game without the headachess. Python is a great programming language; however, most people spend too long trying to learn how to code and create games with Python the hard way. This book is the only one that will get you to learn Python fast without wasting so much time. This book is the second book in the series “Python Games from Zero to Proficiency” where you will learn to code fast and be able to create your own video games with Python in no time and add interesting game play including Artificial Intelligence for the NPCs. This is the only book that you need to get started with Python and game programming fast and to enjoy the journey without frustration. This book includes six chapters that painlessly guide you through the necessary skills to master Python and Python games development, use its core features, and create interesting 2D games. It assumes no prior knowledge on your part and ensures that you have all the information and explanations that you need every step of the way. | |
Разместил: Ingvar16 15-10-2023, 13:31 | Комментарии: 0 | Подробнее
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 Название: Handbook of Research on AI Methods and Applications in Computer Engineering
Автор: Sanaa Kaddoura
Издательство: IGI Global
Год: 2023
Страниц: 659
Язык: английский
Формат: pdf (true)
Размер: 18.5 MB
The development of Artificial Intelligence (AI) involves the creation of computer systems that can do activities that would ordinarily require human intelligence, such as visual perception, speech recognition, decision making, and language translation. Through increasingly complex programming approaches, it has been transforming and advancing the discipline of Computer Science. Artificial Intelligence (AI) is a technology that has been integrated into almost every activity of our day-to-day life, from chatbots on different websites to auto-recommendations to smart speakers like Alexa and Siri. The newest revolution of AI is ChatGPT released by OpenAI company while this book was being prepared. ChatGPT is an AI-based chatbot that specializes in dialogue trained with both supervised and reinforcement learning techniques. It is a large fine-tuned language model version of a model in OpenAI’s GPT-3.5 family of language models. | |
Разместил: Ingvar16 15-10-2023, 11:25 | Комментарии: 0 | Подробнее
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Название: Грокаем функциональное программирование
Автор: Плахта Михал
Издательство: Питер
Год: 2024
Формат: pdf
Размер: 13 Мб
Качество: Хорошее
Язык: Русский
Вам кажется, что функциональное программирование – это нечто сложное, доступное только гуру программирования? Эта книга развенчает миф об элитарности и позволит любому программисту с легкостью разобраться в хитросплетениях кода.
От знакомых и простых идей ООП вы перейдете к ФП, рассматривая его на простых примерах, захватывающих упражнениях и большом количестве иллюстраций.
Вы начнете с решения простых и маленьких задач, иллюстрирующих базовые понятия, такие как чистые функции и неизменяемые данные, научитесь писать код, лишенный типичных ошибок, обусловленных наличием сложного распределенного состояния, разберетесь с подходами к реализации ввода-вывода, параллельного выполнения и потоковой передачи данных. К концу книги вы будете создавать ясный функциональный код, который легко читается, тестируется и сопровождается.
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Разместил: tanyavip1 15-10-2023, 08:30 | Комментарии: 0 | Подробнее
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 Название: Introduction to Cybersecurity: A Multidisciplinary Challenge
Автор: Robin Sharp
Издательство: Springer
Серия: Undergraduate Topics in Computer Science
Год: 2024
Страниц: 452
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB
This book provides an introduction to the basic ideas involved in cybersecurity, whose principal aim is protection of IT systems against unwanted behaviour mediated by the networks which connect them. Due to the widespread use of the Internet in modern society for activities ranging from social networking and entertainment to distribution of utilities and public administration, failures of cybersecurity can threaten almost all aspects of life today. This book gives an introduction to cybersecurity for people who would like to know more about the security risks which arise in the modern IT world, where computers and many other electronic devices communicate with one another through networks. The detailed requirements for cybersecurity vary from one application area to another, but in general terms are a matter of achieving some simple aims: that data must not be read, modified, deleted or made unavailable by persons who are not allowed to. Achievment of such aims is a multidisciplinary challenge, as an IT system consists of both hardware, software and human users, all of which can contribute to the success or failure of efforts to maintain cybersecurity. In this book we therefore look at the most common, both technical and non-technical, ways in which cybersecurity may be threatened, at how you can protect yourself against such threats, and how to deal with situations where this protection fails. | |
Разместил: Ingvar16 15-10-2023, 03:08 | Комментарии: 0 | Подробнее
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