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Название: Digital Image Processing and Analysis: Digital Image Enhancement, Restoration and Compression, 4th Edition
Автор: Scott E Umbaugh
Издательство: CRC Press
Год: 2023
Страниц: 470
Язык: английский
Формат: epub
Размер: 97.4 MB

Digital Image Enhancement, Restoration and Compression focuses on human vision-based imaging application development. Examples include making poor images look better, the development of advanced compression algorithms, special effects imaging for motion pictures and the restoration of satellite images distorted by atmospheric disturbance. This book presents a unique engineering approach to the practice of digital imaging, which starts by presenting a global model to help gain an understanding of the overall process, followed by a breakdown and explanation of each individual topic. The book includes chapters on imaging systems and software, the human visual system, image transforms, image filtering, image enhancement, image restoration, and image compression. Numerous examples, including over 700 color images, are used to illustrate the concepts discussed. Readers can explore their own application development with any programming language, including C/C++, MATLAB, Python and R, and software is provided for both the Windows/C/C++ and MATLAB environments.

Название: Wild West to Agile: Adventures in Software Development Evolution and Revolution (Final)
Автор: James Highsmith
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2023
Страниц: 304
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

Wild West to Agile: The evolution and revolution of software development, drawn from personal experience, from the Apollo moon mission to digital transformations. In 2023, "technology is your business--no matter what your business." But how did we get here and how could a historical perspective prepare us for the future? Jim Highsmith tackles the evolution and revolution of software development, embellishes them with personal experiences, from the Apollo moon mission to modern digital transformations, and introduces the adventurous pioneers--from structured era developer Ken Orr to Agile methodologist Kent Beck--who strived to make the world a better place, by building better software.

Название: Federated Learning for Internet of Medical Things: Concepts, Paradigms, and Solutions
Автор: Pronaya Bhattacharya, Ashwin Verma, Sudeep Tanwar
Издательство: CRC Press
Год: 2023
Страниц: 308
Язык: английский
Формат: pdf (true)
Размер: 13.5 MB

This book intends to present emerging Federated Learning (FL)-based architectures, frameworks, and models in Internet of Medical Things (IoMT) applications. It intends to build on the basics of the healthcare industry, the current data sharing requirements, and security and privacy issues in medical data sharing. Once IoMT is presented, the book shifts towards the proposal of privacy-preservation in IoMT, and explains how FL presents a viable solution to these challenges. The claims are supported through lucid illustrations, tables, and examples that present effective and secured FL schemes, simulations, and practical discussion on use-case scenarios in a simple manner. The book intends to create opportunities for healthcare communities to build effective FL solutions around the presented themes, and to support work in related areas that will benefit from reading the book. Federated Learning (FL) is a newly introduced technology that has piqued the interest of researchers eager to investigate its potential and applicability. Federated Learning simply tries to answer the question: “Can we prepare the model without trying to transfer data to a central location?”. Furthermore, Federated Learning allows for training without the need for data dissemination, which was not previously available with typical Machine Learning (ML) techniques.

Название: Основные концепции компиляторов
Автор: Хантер Р.
Издательство: Вильямс
Год: 2002
Cтраниц: 256
Формат: pdf
Размер: 59 мб
Язык: русский

Эта небольшая, но емкая книга является введением в теорию создания компиляторов, а также кратким описанием принципов их работы. Материал изложен в расчете на читателя, не знакомого с данным предметом. В тексте предлагаются рекомендации по дополнительной литературе и даны подсказки по средствам инструментальной поддержки. Для закрепления материала предлагаются упражнения (с решениями).

Название: Creating Video Games using PyGame: With Step by Step Examples
Автор: Mike Gold
Издательство: Leanpub
Год: 2023-05-02
Страниц: 144
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB

Unlock your game development potential with Creating Video Games using PyGame! Build 3 unique 2D games from scratch with Python and Pygame. Beginner-friendly with advanced concepts, clear explanations, and engaging examples. Start creating your own games today! Creating Video Games using PyGame is a comprehensive guide to building exciting 2D games using the powerful Pygame library in Python. This book is designed to take you on a journey from the very basics of Python to advanced concepts required for game development. Python is an interpreted language, which makes it easier to get started with than other languages such as C or Java. It is also dynamically typed, meaning you don’t need to declare a type when creating a variable. This makes the language more expressive and can reduce the complexity of some applications. Python is also highly extensible, which means that it can be extended with existing libraries and new modules written in C, C++, or other languages. Additionally, Python’s syntax is relatively simple and easy to learn.

Название: An Introduction to Numerical Methods: A MATLAB Approach, 5th Edition
Автор: Abdelwahab Kharab, Ronald B. Guenther
Издательство: CRC Press
Серия: Numerical Analysis and Scientific Computing Series
Год: 2023
Страниц: 631
Язык: английский
Формат: pdf (true)
Размер: 10.3 MB

An Introduction to Numerical Methods: A MATLAB Approach, Fifth Edition continues to offer readers an accessible and practical introduction to numerical analysis. It presents a wide range of useful and important algorithms for scientific and engineering applications, using MATLAB to illustrate each numerical method with full details of the computed results so that the main steps are easily visualized and interpreted. This edition also includes new chapters on Approximation of Continuous Functions and Dealing with Large Sets of Data. In each chapter, we have attempted to present clear examples in every section followed by a good number of related exercises at the end of each section with answers to some exercises. It is the purpose of this book to implement various important numerical methods on a personal computer and to provide not only a source of theoretical information on the methods covered but also to allow the student to easily interact with the computer and the algorithm for each method using MATLAB.

Название: Software Transparency: Supply Chain Security in an Era of a Software-Driven Society
Автор: Chris Hughes, Tony Turner
Издательство: Wiley
Год: 2023
Страниц: 332
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Discover the new cybersecurity landscape of the interconnected software supply chain. In Software Transparency: Supply Chain Security in an Era of a Software-Driven Society, a team of veteran information security professionals delivers an expert treatment of software supply chain security. In the book, you’ll explore real-world examples and guidance on how to defend your own organization against internal and external attacks. It includes coverage of topics including the history of the software transparency movement, software bills of materials, and high assurance attestations. The authors examine the background of attack vectors that are becoming increasingly vulnerable, like mobile and social networks, retail and banking systems, and infrastructure and defense systems. An essential resource for cybersecurity and application security professionals, Software Transparency will also be of extraordinary benefit to industrial control system, cloud, and mobile security professionals.

Название: Введение в автоматизированное машинное обучение (AutoML)
Автор: Хуттер Ф., Коттхофф Л., Ваншорен Х.
Издательство: ДМК Пресс
Год: 2023
Страниц: 258
Язык: русский
Формат: pdf
Размер: 16.4 MB

Ошеломляющий успех коммерческих приложений машинного обучения (machine learning – ML) и быстрый рост этой отрасли создали высокий спрос на готовые методы ML, которые можно легко использовать без специальных знаний. Однако и сегодня успех практического применения в решающей степени зависит от экспертов – людей, которые вручную выбирают подходящие архитектуры и их гиперпараметры. Методы AutoML нацелены на устранение этого узкого места путем построения систем ML, способных к автоматической оптимизации и самонастройке независимо от типа входных данных. В этой книге впервые представлен всеобъемлющий обзор базовых методов автоматизированного машинного обучения (AutoML). Издание послужит отправной точкой для изучения этой быстро развивающейся области; тем, кто уже использует AutoML в своей работе, книга пригодится в качестве справочника. Область автоматизированного машинного обучения нацелена на принятие конструкторских решений на основе данных объективным и автоматизированным способом: пользователь просто предоставляет данные, а система AutoML автоматически находит оптимальное решение для этого конкретного случая.

Название: Head First Python: A Learner’s Guide to the Fundamentals of Python Programming, A Brain-Friendly Guide, 3rd Edition (Early Release)
Автор: Paul Barry
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 339
Язык: английский
Формат: epub (true)
Размер: 86.2 MB

Want to learn the Python language without slogging your way through how-to manuals? With Head First Python, you'll quickly grasp Python's fundamentals, working with the built-in data structures and functions. Then you'll move on to building your very own webapp, exploring database management, exception handling, and data wrangling. If you're intrigued by what you can do with context managers, decorators, comprehensions, and generators, it's all here. This third edition is a complete learning experience that will help you become a bonafide Python programmer in no time.

Название: Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning, 2nd Edition (6th Early Release)
Автор: Kyle Gallatin, Chris Albon
Издательство: O’Reilly Media, Inc.
Год: 2023-05-02
Страниц: 286
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

This practical guide provides more than 200 self-contained recipes to help you solve Machine Learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems all the way from loading data to training models and leveraging neural networks. NumPy is a foundational tool of the Python Machine Learning stack. NumPy allows for efficient operations on the data structures often used in machine learning: vectors, matrices, and tensors. While NumPy is not the focus of this book, it will show up frequently throughout the following chapters. This chapter covers the most common NumPy operations we are likely to run into while working on machine learning workflows.