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 Название: Machine Learning with Python: Theory and Applications
Автор: G. R. Liu
Издательство: World Scientific Publishing
Год: 2023
Страниц: 693
Язык: английский
Формат: pdf (true)
Размер: 100.0 MB
Machine Learning (ML) has become a very important area of research widely used in various industries. This compendium introduces the basic concepts, fundamental theories and essential computational techniques related to ML models. With most essential basics and a strong foundation, one can comfortably learn related topics, methods, and algorithms. Most importantly, readers with strong fundamentals can even develop innovative and more effective machine models for his/her problems. The book is written to achieve this goal. This book will cover most of these algorithms (Linear and logistic regression, Decision Tree, Support Vector Machine, Naive Bayes, etc.), but our focus will be more on neural network-based models because rigorous theory and predictive models can be established. Machine Learning is a very active area of research and development. New models, including the so-called cognitive machine learning models, are being studied. | |
Разместил: Ingvar16 21-07-2023, 02:56 | Комментарии: 0 | Подробнее
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 Название: Accelerated Linux API for Software Diagnostics : With Category Theory in View
Автор: Dmitry Vostokov
Издательство: OpenTask
Год: June 2023 (Revision 1.01)
Страниц: 232
Язык: английский
Формат: pdf (true)
Размер: 14.6 MB
The book contains the full transcript of Software Diagnostics Services training with 16 hands-on exercises on various topics related to Linux API. Our primary goal is to learn Linux API in an accelerated fashion. So, first, we review Linux API fundamentals necessary for software diagnostics. Then we learn various analysis techniques for Linux API exploration. And finally, we see examples of how the knowledge of Linux API helps in diagnostics and debugging. The rough coverage or schedule includes general API aspects that can also be applicable to other operating systems. We also take a radical detour and introduce category theory in the API context. Our coverage is not only theoretical. We also do a tour through different API subsets and classes. An integral part of this training is practical exercises. | |
Разместил: Ingvar16 21-07-2023, 02:03 | Комментарии: 0 | Подробнее
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 Название: Getting started with Electron.js
Автор: Andres Cruz Yoris
Издательство: Leanpub
Год: 2022-11-28
Страниц: 162
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB
This book is for anyone who wants to start developing with Electron.js; No prior knowledge of other jаvascript frameworks is required, although you should know basic Node.js development, as well as HTML, CSS, and jаvascript. Electron.js is a web framework with which we can create cross-platform (non-native) desktop applications that work on Windows, MacOS and Linux, with a web wrapper using jаvascript, HTML and CSS and without the need for native development experience. This book is for anyone who wants to start developing with Electron.js; No prior knowledge of other jаvascript frameworks is required, although you should know basic Node.js development, as well as HTML, CSS, and jаvascript. | |
Разместил: Ingvar16 21-07-2023, 01:35 | Комментарии: 0 | Подробнее
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 Название: Oracle для профессионалов: архитектура, методики программирования и особенности версий 9i, 10g и 11g
Автор: Кайт Т.
Издательство: М.: Вильямс
Год: 2011 - 2-е изд., пересмотр.
Cтраниц: 848
Формат: pdf
Размер: 41 мб
Язык: русский
Второе издание бестселлера Тома Кайта, известного во всем мире профессионала «Ask Tom», посвящено наилучшим методикам применения СУБД Oracle для построения масштабируемых приложений, которые обладают хорошей производительностью и надежностью. | |
Разместил: rivasss 20-07-2023, 22:51 | Комментарии: 0 | Подробнее
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 Название: Основы вычислений и программирования в пакете MathCAD PRIME
Автор: Воскобойников Ю. Е., Задорожный А. Ф.
Издательство: Лань
Год: 2021 - 2-е изд.
Cтраниц: 224
Формат: pdf (ocr)
Размер: 54 мб
Язык: русский
В книге изложены основы работы в пакете MathCAD версий Prime 2.0, Prime3.0 Prime 3.1 (сокращено MathCAD PRIME) для создания документов, построения графиков, матричных и векторных операций, программирования основных типов вычислительных алгоритмов (линейных, разветвляющихся и циклов) и формирования файлов данных. MathCAD PRIME . Подробно рассматривается модульное программирование и его реализация в пакете MathCAD PRIME. Много материала посвящено решению в пакете MathCAD PRIME конкретных прикладных задач. | |
Разместил: rivasss 20-07-2023, 21:58 | Комментарии: 0 | Подробнее
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 Название: Web Data Mining with Python: Discover and extract information from the web using Python
Автор: Ranjana Rajnish, Meenakshi Srivastava
Издательство: BPB Publications
Год: 2023
Страниц: 308
Язык: английский
Формат: pdf (true), epub (true)
Размер: 21.2 MB
Explore different web mining techniques to discover patterns, structures, and information from the web. This book starts by covering the key concepts of Web mining and its taxonomy. It then explores the basics of Web scraping, its uses and components followed by topics like legal aspects related to scraping, data extraction and pre-processing, scraping dynamic websites, and CAPTCHA. The book also introduces you to the concept of Opinion mining and Web structure mining. Furthermore, it covers Web graph mining, Web information extraction, Web search and hyperlinks, Hyperlink Induced Topic Search (HITS) search, and partitioning algorithms that are used for Web mining. By the end of the book, you will master the art of data extraction using Python. | |
Разместил: Ingvar16 20-07-2023, 21:26 | Комментарии: 0 | Подробнее
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 Название: An Introduction to Artificial Intelligence and Machine Learning I: By day-to-day examples
Автор: Manikandan Paneerselvam
Издательство: Notion Press
Год: 2023
Страниц: 390
Язык: английский
Формат: epub
Размер: 14.1 MB
How does our brain work in our routine life? The same way we design artificial intelligence in machines. Instead of complex straightforward theory, this book explains all logic and algorithms with the help of day-to-day examples. The language is straightforward. Besides, the examples are straightforward. We adequately cover all functions of the intelligent agent and machine learning models. This book is a sweet friend for newcomers to the AI field (this includes academic students and working professionals.). This book additionally includes statistical models. The overall intention of this book is to spread the knowledge to all kinds of readers preparing themselves to secure a visa for the upcoming AI- driven earth. Few of us feel the algorithms and logic are complex to read if the phrase explains the theory. This book is changing the knowledge pattern. Most of the time, we plan to cover examples first before theory. Sometimes, we must keep the fundamental theory at the top. Next, however, we will cover the extensive examples at the bottom. Besides, we include all the predominant topics. | |
Разместил: Ingvar16 20-07-2023, 17:19 | Комментарии: 0 | Подробнее
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 Название: Deep Learning Algorithms
Автор: Zoran Gacovski
Издательство: Arcler Press
Год: 2022
Страниц: 412
Язык: английский
Формат: pdf (true)
Размер: 13.8 MB
This book covers different topics from deep learning algorithms, methods and approaches for deep learning, deep learning applications in biology, deep learning applications in medicine, and deep learning applications in pattern recognition systems. Section 1 focuses on methods and approaches for deep learning, describing advancements in deep learning theory and applications - perspective in 2020 and beyond; deep ensemble reinforcement learning with multiple deep deterministic policy gradient algorithm; dynamic decision-making for stabilized deep learning software platforms; deep learning for hyperspectral data classification through exponential momentum deep convolution neural networks; and ensemble network architecture for deep reinforcement learning. Section 2 focuses on deep learning applications in biology, describing fish detection using deep learning; deep learning identification of tomato leaf disease; deep learning for plant identification in natural environment; and applying deep learning models to mouse behavior recognition. Section 3 focuses on deep learning applications in medicine, describing application of deep learning in brain hemorrhage classification using transfer learning; a review of the application of deep learning in brachytherapy; exploring deep learning and transfer learning for colonic polyp classification; and deep learning algorithm for brain-computer interface. Section 4 focuses on deep learning applications in pattern recognition systems, describing application of deep learning in airport visibility forecast; hierarchical representations feature deep learning for face recognition; review of research on text sentiment analysis based on deep learning; classifying hand written digits with deep learning; and bitcoin price prediction based on deep learning methods. | |
Разместил: Ingvar16 20-07-2023, 15:43 | Комментарии: 0 | Подробнее
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 Название: Deep Learning Applications: In Computer Vision, Signals And Networks
Автор: Qi Xuan, Yun Xiang, Dongwei Xu
Издательство: World Scientific Publishing
Год: 2023
Страниц: 309
Язык: английский
Формат: pdf (true)
Размер: 40.2 MB
This book proposes various deep learning models featuring how Deep Learning algorithms have been applied and used in real-life settings. The complexity of real-world scenarios and constraints imposed by the environment, together with budgetary and resource limitations, have posed great challenges to engineers and developers alike, to come up with solutions to meet these demands. This book presents case studies undertaken by its contributors to overcome these problems. These studies can be used as references for designers when applying Deep Learning in solving real-world problems in the areas of vision, signals, and networks. The contents of this book are divided into three parts. In the first part, AI vision applications in plant disease diagnostics, PM2.5 concentration estimation, surface defect detection, and ship plate identification, are featured. The second part introduces Deep Learning applications in signal processing; such as time series classification, broad-learning based signal modulation recognition, and graph neural network (GNN) based modulation recognition. Finally, the last section of the book reports on graph embedding applications and GNN in AI for networks; such as an end-to-end graph embedding method for dispute detection, an autonomous System-GNN architecture to infer the relationship between Apache software, a Ponzi scheme detection framework to identify and detect Ponzi schemes, and a GNN application to predict molecular biological activities. | |
Разместил: Ingvar16 20-07-2023, 15:19 | Комментарии: 0 | Подробнее
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 Название: The Complete Python Coding Manual - 3rd Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 196
Язык: английский
Формат: pdf
Размер: 83.5 MB
Раскройте свое воображение с помощью языка Python. Немного найдется языков программирования, пользующихся таким успехом, как Python. Благодаря уникальной разработке Python каждый может изучить код, который помогает в реализации таких технологических проектов, как Большой адронный коллайдер, сбор петабайтов данных, позволивших получить первое изображение черной дыры, и создание следующего поколения искусственного интеллекта. Освоение Python не занимает много времени, но начинать нужно с малого. Данное руководство поможет вам заложить основы будущего программирования на Python, начиная с установки языка на компьютер и заканчивая формированием взаимодействия с пользователем и сложными переменными. С помощью Python можно сделать очень многое, и на этих страницах вы найдете все, что нужно знать, чтобы стать программистом на Python, готовым к переходу на новый уровень кодирования. Если вы хотите изучить Python для дальнейшей карьеры или просто развлечься и открыть для себя что-то новое, наши пошаговые учебники и руководства дадут вам необходимую точку опоры, которая поможет вам на этом пути. Так что давайте погрузимся в процесс и начнем кодить на Python. | |
Разместил: Ingvar16 20-07-2023, 05:56 | Комментарии: 0 | Подробнее
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