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 Название: Exploring Data Science with R and the Tidyverse, A Concise Introduction
Автор: Jerry Bonnell, Mitsunori Ogihara
Издательство: CRC Press
Год: 2024
Страниц: 492
Язык: английский
Формат: pdf (true)
Размер: 20.8 MB
This book introduces the reader to data science using R and the tidyverse. No prerequisite knowledge is needed in college-level programming or mathematics (e.g., calculus or statistics). The book is self-contained so readers can immediately begin building data science workflows without needing to reference extensive amounts of external resources for onboarding. The contents are targeted for undergraduate students but are equally applicable to students at the graduate level and beyond. The book develops concepts using many real-world examples to motivate the reader. An accompanying R package "edsdata" contains synthetic and real datasets used by the textbook and is meant to be used for further practice. An exercise set is made available and designed for compatibility with automated grading tools for instructor use.
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Разместил: Ingvar16 26-05-2023, 01:03 | Комментарии: 0 | Подробнее
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Название: Синтаксис языков программирования
Автор: Братчиков И.Л.
Издательство: Наука
Год издания: 1975
Количество страниц: 234
Язык: русский
Формат: DjVu
Размер: 10,26 Мб
В настоящей книге освещаются наиболее существенные синтаксические особенности алгоритмических языков и используемые в настоящее время методы их описания и изучения. Предполагается знание читателями языка АЛГОЛ-60. Примеры из других языков снабжаются подробными пояснениями.
Книга рассчитана на системных программистов, а также на студентов, аспирантов и инженеров, интересующихся аналогичными вопросами. | |
Разместил: Belka01 25-05-2023, 22:36 | Комментарии: 0 | Подробнее
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 Название: From Source Code To Machine Code: Build Your Own Compiler From Scratch
Автор: James Smith
Издательство: Leanpub
Год: 2023-05-18
Страниц: 102
Язык: английский
Формат: pdf (true), epub, mobi + Extras
Размер: 10.2 MB
Ever wondered how computers turn source code into working software? You can learn the art by building your own mini-compiler. A succinct book walks through a minimal yet complete compiler implementation. Compiles a static-typed language into x64 ELF executables. Like my other books, this book follows a step-by-step approach. You start with simple things, like a calculator, then a simple interpreter. Then you tackle the compiler bit-by-bit, compiling to bytecode, learning assembly, and finally generating native executables. The final product is a small, statically typed language that resembles a subset of C, which compiles into x64 Linux ELF executables. And it has a machine-agnostic IR, so it’s not hard to target other platforms such as ARM, which is a challenge you can take up later. The project is written from scratch in pure Python without any dependencies, although everything is language agnostic.
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Разместил: Ingvar16 25-05-2023, 20:21 | Комментарии: 0 | Подробнее
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 Название: Foundation Models for Natural Language Processing: Pre-trained Language Models Integrating Media
Автор: Gerhard Paa?, Sven Giesselbach
Издательство: Springer
Год: 2023
Страниц: 448
Язык: английский
Формат: pdf (true)
Размер: 23.9 MB
This book provides a comprehensive overview of the state of the art in research and applications of Foundation Models and is intended for readers familiar with basic Natural Language Processing (NLP) concepts. Over the recent years, a revolutionary new paradigm has been developed for training models for NLP. These models are first pre-trained on large collections of text documents to acquire general syntactic knowledge and semantic information. Then, they are fine-tuned for specific tasks, which they can often solve with superhuman accuracy. When the models are large enough, they can be instructed by prompts to solve new tasks without any fine-tuning. Moreover, they can be applied to a wide range of different media and problem domains, ranging from image and video processing to robot control learning. Because they provide a blueprint for solving many tasks in artificial intelligence, they have been called Foundation Models. After a brief introduction to basic NLP models the main pre-trained language models BERT, GPT and sequence-to-sequence transformer are described, as well as the concepts of self-attention and context-sensitive embedding.
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Разместил: Ingvar16 25-05-2023, 15:17 | Комментарии: 0 | Подробнее
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 Название: AI and IoT-Based Intelligent Health Care and Sanitation
Автор: Shashank Awasthi, Mahaveer Singh Naruka, Satya Prakash Yadav
Издательство: Bentham Books
Год: 2023
Страниц: 310
Язык: английский
Формат: pdf (true), epub
Размер: 26.0 MB
The book aims to provide a deeper understanding of the relevant aspects of Artificial intelligence (AI) and IoT impacting each other’s efficacy for better output. Readers may discover a reliable and accessible one-stop resource; An introduction to Artificial Intelligence presents the first full examination of applications of AI, as well as IoT presents the smart objects, sensors or actuators using a secure protocol to the Artificial Intelligence approaches. They are designed in a way to provide an understanding of the foundations of artificial intelligence. It examines Education powered by AI, Entertainment and Artificial Intelligence, Home and Service Robots, Healthcare re-imagined, Predictive Policing, Space Exploration with AI, and weaponry in the world of AI. Through the volume, the authors provide detailed, well-illustrated treatments of each topic with abundant examples and exercises. Chapters are edited by experts in IT and Machine Learning, and are structured to make the volume accessible to a wide range of readers.
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Разместил: Ingvar16 25-05-2023, 14:38 | Комментарии: 0 | Подробнее
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 Название: Video Data Analytics for Smart City Applications: Methods and Trends (IoT and Big Data Analytics Book 1)
Автор: Abhishek Singh Rathore, Surendra Rahamatkar, Syed Imran Ali, Ramgopal Kashyap
Издательство: Bentham Books
Год: 2023
Страниц: 150
Язык: английский
Формат: pdf (true), epub
Размер: 25.7 MB
Video data analytics is rapidly evolving and transforming the way we live in urban environments. Video Data Analytics for Smart City Applications: Methods and Trends, data science experts present a comprehensive review of the latest advances and trends in video analytics technologies and their extensive applications in smart city planning and engineering. The book covers a wide range of topics including object recognition, action recognition, violence detection, and tracking, exploring deep learning approaches and other techniques for video data analytics. It also discusses the key enabling technologies for smart cities and homes and the scope and application of smart agriculture in smart cities. The technologies like Machine Learning, Deep Learning, IoT, WSN, IoT, and AI have been contributing to the application and efficient processing of data. Object detection and tracking, intelligent processing, video compression, the performance of IoT & AI in business growth, key enabling technologies and video analytics need to be explored more. The information processing is both challenging and interesting. The researchers are working with passion, and dedication to develop new methods and algorithms for information analysis and to provide a solution to remain in the new direction.
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Разместил: Ingvar16 25-05-2023, 13:20 | Комментарии: 0 | Подробнее
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 Название: The Swift Programming Language: Swift 5.7 Edition
Автор: Apple
Издательство: Apple Inc.
Год: November 15, 2022
Страниц: 1040
Язык: английский
Формат: pdf
Размер: 11.1 MB
Swift is a fantastic way to write software, whether it’s for phones, desktops, servers, or anything else that runs code. It’s a safe, fast, and interactive programming language that combines the best in modern language thinking with wisdom from the wider Apple engineering culture and the diverse contributions from its open-source community. The compiler is optimized for performance and the language is optimized for development, without compromising on either. Swift is friendly to new programmers. It’s an industrial-quality programming language that’s as expressive and enjoyable as a scripting language. Writing Swift code in a playground lets you experiment with code and see the results immediately, without the overhead of building and running an app. This book describes Swift 5.7, the default version of Swift that’s included in Xcode 14. You can use Xcode 14 to build targets that are written in either Swift 5.7, Swift 4.2, or Swift 4.
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Разместил: Ingvar16 25-05-2023, 06:38 | Комментарии: 0 | Подробнее
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 Название: Автоматизация рутины в Excel VBA. Лайфхаки для облегчения скучных рабочих задач
Автор: В. Шитов
Издательство: Эксмо
Год: 2023
Страниц: 438
Язык: русский
Формат: pdf
Размер: 11.3 MB
Руководство по использованию Excel VBA, которое поможет вам автоматизировать рабочую рутину и избавиться от однотипных задач! Часто работаете с большим количеством данных? Знаете основные приемы в Excel, но еще не пробовали использовать язык Visual Basic? Тогда самое время разобраться в нем и перестать тратить время на операции, которые можно выполнить одним кликом. С помощью этого руководства вы научитесь правильно использовать синтаксис VBA, сделать тривиальные действия в Excel автоматическими, быстро обрабатывать любые данные и визуализировать их в подходящем формате, легко подстраивать функции VBA под свои нужды и писать любой код самостоятельно. И, конечно же, работать с данными более эффективно! Умение самостоятельно решать такие проблемы позволит вам не только почувствовать себя крутым специалистом, которых компании зазывают к себе на работу, но и самой организации сэкономить много финансовых средств, которые были бы потрачены на поиск программистов. Программирование в среде Excel осуществляется на языке Visual Basic for Applications (VBA). Язык Visual Basic for Applications — специализированная версия языка Visual Basic.
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Разместил: Ingvar16 24-05-2023, 20:13 | Комментарии: 0 | Подробнее
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 Название: Machine Learning Q and AI Expand Your Machine Learning & AI : Knowledge With 30 In-Depth Questions and Answers
Автор: Sebastian Raschka
Издательство: Leanpub
Год: 2023-05-21
Страниц: 231
Язык: английский
Формат: pdf (true), epub
Размер: 28.0 MB
Have you recently completed a Machine Learning or Deep Learning course and wondered what to learn next? With 30 questions and answers on key concepts in Machine Learning and AI, this book provides bite-sized bits of knowledge for your journey to becoming a Machine Learning expert. Machine Learning and AI are moving at a rapid pace. Researchers and practitioners are constantly struggling to keep up with the breadth of concepts and techniques. This book provides bite-sized bits of knowledge for your journey from Machine Learning beginner to expert, covering topics from various Machine Learning areas. Even experienced Machine Learning researchers and practitioners will encounter something new that they can add to their arsenal of techniques. Machine Learning Q and AI is for people who are already familiar with Machine Learning and want to learn something new. However, this is not a math or coding book. You won't need to solve any proofs or run any code while reading. In other words, this book is a perfect travel companion or something you can read on your favorite reading chair with your morning coffee.
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Разместил: Ingvar16 24-05-2023, 17:54 | Комментарии: 0 | Подробнее
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 Название: A very informal journey through ROS 2 : patterns, anti-patterns, frameworks and best practices
Автор: Marco Matteo Bassa
Издательство: Leanpub
Год: 2023-05-14
Страниц: 125
Язык: английский
Формат: pdf (true)
Размер: 27.3 MB
This book takes you through the most common patterns and frameworks used by developers while creating software based on ROS 2. It's not a programming guide guiding you through the basic APIs, but is meant to help you organizing complex architectural patterns in robotics. It is written with an informal tone that will hopefully keep you entertained. A very informal journey through the new edition of the Robot Operative System: ROS 2. This book will bring you through the most common patterns and frameworks used by software engineers while creating software based on this framework. It will try to do that with an informal tone that hopefully won't make you fall asleep in the process. A convenient way to perform component tests in Python is using Launch testing, a tool that allows the execution of a launch-file in parallel to the tests to be executed. Similarly to what is done in Python, component tests can be written in C++ using the GTests framework introduced in the unit tests section. Before doing this, it must be noted that, the language used to write a component test for a Node, doesn’t need to match the language used to write the node itself. Since these tests communicate to the node using its ROS-interfaces, there’s nothing stopping you from writing Python tests for a C++ node.
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Разместил: Ingvar16 24-05-2023, 17:33 | Комментарии: 0 | Подробнее
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