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Название: Введение в архитектуру программного обеспечения
Автор(ы): Гагарина Л.Г.
Издательство: Форум
Год: 2020
Страниц: 321
Формат: PDF
Размер: 70 Мб
Язык: русский
Рассмотрены первостепенные задачи, возникающие при разработке крупных проектов программного обеспечения, в которых принимают участие сотни разработчиков. Сложность программного обеспечения - это его существенное и неслучайное свойство. На технологию разработки влияют различные факторы, включающие в том числе проблемы проектирования, воздействие экономики, влияние политики, недостаток воображения.
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Разместил: MIHAIL62 18-07-2023, 23:17 | Комментарии: 0 | Подробнее
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 Название: Machine Learning with Python: Theory and Implementation
Автор: Amin Zollanvari
Издательство: Springer
Год: 2023
Страниц: 457
Язык: английский
Формат: pdf (true)
Размер: 39.1 MB
This book is meant as a textbook for undergraduate and graduate students who are willing to understand essential elements of Machine Learning from both a theoretical and a practical perspective. The choice of the topics in the book is made based on one criterion: whether the practical utility of a certain method justifies its theoretical elaboration for students with a typical mathematical background in engineering and other quantitative fields. As a result, not only does the book contain practically useful techniques, it also presents them in a mathematical language that is accessible to both graduate and advanced undergraduate students. The primary goal of this book is to provide, as far as possible, a concise systematic introduction to practical and mathematical aspects of Machine Learning algorithms. At the same time, throughout the book and in order to keep a balance between theory and practice, the theoretical introduction to each method is complemented by its Python implementation either in Scikit-Learn or Keras. | |
Разместил: Ingvar16 18-07-2023, 22:25 | Комментарии: 0 | Подробнее
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Название: MicroPython для микроконтроллеров
Автор(ы): Спаннер Г.
Издательство: Elektor
Год: 2021
Страниц: 215
Формат: PDF
Размер: 12 Мб
Язык: русский
Мощные контроллеры, такие как ESP32 от Espressif Systems, предлагают отличную производительность, а также функции Wi-Fi и Bluetooth по доступной цене. Благодаря этим функциям сцена Maker была взята штурмом. По сравнению с другими контроллерами ESP32 имеет значительно больший объем флэш-памяти и памяти SRAM, а также гораздо более высокую скорость процессора. Благодаря этим характеристикам чип подходит не только для классических приложений C, но и для программирования с помощью MicroPython.
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Разместил: MIHAIL62 18-07-2023, 21:09 | Комментарии: 0 | Подробнее
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 Название: Quantum Computing: A pathway to quantum logic design, 2nd Edition
Автор: Hafiz Md. Hasan Babu
Издательство: IOP Publishing
Год: 2023
Страниц: 363
Язык: английский
Формат: pdf (true)
Размер: 89.2 MB
Quantum computing is an emerging technology with the potential to have a significant impact on science and technology. Organised into four parts, this comprehensive second edition covers topics such as the basic concepts of quantum computing alongside quantum implementation of different circuits; the fault tolerant concepts of quantum computing; the concept of QCA alongside the design processes of different QCA circuits; and an overview of QCA fault-tolerant circuits and their design procedures. In addition to updates to first edition chapters to reflect developments in recent years, this new edition sees the inclusion of problems to every chapter and eight new chapters. This book will be a great help for quantum computing researchers, faculty members and students who can develop a working understanding of circuit-based quantum computing. This quantum computing book covers basic themes of quantum computing in the first part, fault-tolerant quantum computing in the second part, quantum-dot cellular automata (QCA) in the third part and QCA fault-tolerant circuits in the fourth part. Each part has a critical thinking question section for the readers. The book covers the design aspects of quantum computing, specifically focusing on the design of various quantum circuits. | |
Разместил: Ingvar16 18-07-2023, 18:08 | Комментарии: 0 | Подробнее
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 Название: NeoBook: Практикум по быстрому программированию с нуля
Автор: Лёвкин В. Е.
Издательство: Директ-Медиа
Год: 2018
Cтраниц: 191 с. : ил.
Формат: pdf (ocr) / djvu
Размер: 13 мб
Язык: русский
Учебное пособие представляет собой специальную подборку практических заданий с подробными объяснениями и скриншотами, демонстрирующими пошаговый процесс создания нескольких полезных приложений в программном редакторе NeoBook.
NeoBook – это компьютерная программа, позволяющая неспециалистам в области программирования создавать свои, красивые, корректно работающие и профессионально выглядящие компьютерные программы для Windows практически любого назначения. | |
Разместил: rivasss 18-07-2023, 15:12 | Комментарии: 0 | Подробнее
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 Название: Data Science Crash Course: Thyroid Disease Classification and Prediction Using Machine Learning and Deep Learning with Python GUI, Second Edition
Автор: Vivian Siahaan, Rismon Sianipar
Издательство: Balige Publishing
Год: July 2023
Страниц: 585
Язык: английский
Формат: epub (true)
Размер: 19.7 MB
Thyroid disease is a prevalent condition that affects the thyroid gland, leading to various health issues. In this session of the Data Science Crash Course, we will explore the classification and prediction of thyroid disease using Machine Learning and Deep Learning techniques, all implemented with the power of Python and a user-friendly GUI built with PyQt. We will start by conducting data exploration on a comprehensive dataset containing relevant features and thyroid disease labels. Through analysis and pattern recognition, we will gain insights into the underlying factors contributing to thyroid disease. Next, we will delve into the Machine Learning phase, where we will implement popular algorithms including Support Vector, Logistic Regression, K-Nearest Neighbors (KNN), Decision Tree, Random Forest, Gradient Boosting, Light Gradient Boosting, Naive Bayes, Adaboost, Extreme Gradient Boosting, and Multi-Layer Perceptron. These models will be trained using different preprocessing techniques, including raw data, normalization, and standardization, to evaluate their performance and accuracy. We train each model on the training dataset and evaluate its performance using appropriate metrics such as accuracy, precision, recall, and F1-score. This helps us assess how well the models can predict stroke based on the given features. To optimize the models' performance, we perform hyperparameter tuning using techniques like grid search or randomized search. This involves systematically exploring different combinations of hyperparameters to find the best configuration for each model. After training and tuning the models, we save them to disk using joblib. This allows us to reuse the trained models for future predictions without having to train them again. Moving beyond traditional Machine Learning, we will build an artificial neural network (ANN) using TensorFlow. | |
Разместил: Ingvar16 18-07-2023, 14:33 | Комментарии: 0 | Подробнее
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 Название: Elixir in Action, Third Edition (MEAP v7)
Автор: Sasa Juric
Издательство: Manning Publications
Год: 2023
Страниц: 397
Язык: английский
Формат: pdf , epub, mobi
Размер: 10.2 MB
Fully updated to Elixir 1.14, this authoritative bestseller reveals how Elixir tackles problems of scalability, fault tolerance, and high availability. Thousands of developers have learned to build applications in Elixir by using Sasa Juric’s Elixir in Action. Now in its third edition and fully updated to Elixir 1.14, this authoritative bestseller reveals how Elixir tackles problems of scalability, fault tolerance, and high availability. Skip the programming basics or 101 introductions; this book builds on your existing knowledge to get you quickly writing real Elixir code. Along the way, you'll develop an appreciation for, and considerable skill in, functional and concurrent programming. Elixir is the perfect choice for mission-critical software. Its fault-tolerance and concurrency capabilities let it seamlessly handle huge numbers of users and data, and its functional programming mindset means Elixir applications are predictable, readable, and easy to maintain. Start coding in Elixir, and you’ll get instant access to the battle-tested Erlang virtual machine that powers this awesome language, along with Elixir’s own thriving ecosystem of resources. It’s the reliable solution you need for everything from a large-scale distributed system to a simple web app. You’ll need intermediate skills with client/server applications and a language like Java, C#, or Ruby. No previous experience with Elixir required. | |
Разместил: Ingvar16 18-07-2023, 13:57 | Комментарии: 0 | Подробнее
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Название: Изучаем программирование на Python
Автор(ы): Пол Бэрри
Издательство: Эксмо
Год: 2022
Страниц: 622
Формат: PDF
Размер: 20 Мб
Язык: русский
Надоело продираться через дебри малопонятных самоучителей по программированию? С этой книгой вы без труда усвоите азы Python и научитесь работать со структурами и функциями. В ходе обучения вы создадите свое собственное веб-приложение и узнаете, как управлять базами данных, обрабатывать исключения, пользоваться контекстными менеджерами, декораторами и генераторами. Все это и многое другое — во втором издании книги «Изучаем программирование на Python».
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Разместил: MIHAIL62 18-07-2023, 10:32 | Комментарии: 0 | Подробнее
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 Название: Mastering jQuery: A Beginner's Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2024
Страниц: 277
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB
With a combination of flexibility and feature-rich design, jQuery has changed the way millions of people write javascript. It makes tasks such as HTML document conversion, animation, event management, and Asynchronous javascript and XML (AJAX) much easier with an easy-to-use API that works on a wide variety of browsers. This book is a detailed guide for beginners to understand jQuery and its programming techniques. It discusses the fundamental concepts of jQuery and provides a roadmap for creating websites using jQuery programming. jQuery is a fast javascript Library developed by John Resig in 2006 with a great theme: write less, do more. jQuery makes it easy to split HTML documents, event management, animation, and AJAX collaborations for faster web development. It is fast, light, lightweight, and rich in features and designed to simplify HTML text on the client side. It makes things like DOM cut and trick, event management, animation, and AJAX much easier. With a combination of flexibility and extensibility, jQuery has changed the way millions of people write javascript. The purpose of jQuery is to make javascript faster, easier, shorter, more efficient, and more attractive. jQuery helps developers to make websites more dynamic and collaborative with jQuery. | |
Разместил: Ingvar16 17-07-2023, 20:52 | Комментарии: 0 | Подробнее
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 Название: Objective-C: The Ultimate Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2024
Страниц: 341
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
Objective-C: The Ultimate Guide walks developers and coders through a straightforward and practical method of learning the Objective-C programming language. This book discusses the basics in brief, and then moves on to more advanced and detailed exercises to help readers quickly gain the required knowledge. The focus in this book remains on writing optimized and well-structured code in Objective-C. Objective-C language is a general-purpose, object-oriented programming language that extends the C programming language with Smalltalk-style messaging. Apple’s primary programming language for the OS X and iOS operating systems and their associated APIs, Cocoa, and Cocoa Touch. This book will walk you through a straightforward and practical method of learning the Objective-C programming language. Programming in Objective-C is a general-purpose programming language. Although it is not unique to any platform or system, use it to construct a wide range of frameworks. Programming in Objective-C adds communications features to the language C. | |
Разместил: Ingvar16 17-07-2023, 20:30 | Комментарии: 0 | Подробнее
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