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 Название: A First Course in Probability for Computer and Data Science
Автор: Henk Tijms
Издательство: World Scientific Publishing
Год: 2023
Страниц: 244
Язык: английский
Формат: pdf (true)
Размер: 11.3 MB
In this undergraduate text, the author has distilled the core of probabilistic ideas and methods for Computer and Data Science. The book emphasizes probabilistic and computational thinking rather than theorems and proofs. It provides insights and motivates the students by telling them why probability works and how to apply it. The unique features of the book are as follows: Bayesian probability with real-life cases in law and medicine; Logistic regression and naïve Bayes; Real-world applications of probability; Interweaving Monte Carlo simulation and probability; Gentle introduction to Markov chains and Markov chain Monte Carlo simulation. This book contains many worked examples. Numerous instructive problems scattered throughout the text are given along with problem-solving strategies. Several of the problems extend previously covered material. Answers to all problems and worked-out solutions to selected problems are also provided. Probability is the bedrock for data analysis and statistics. Students in computer and data science need a solid background in probability, especially for areas such as Machine Learning (ML) and Artificial Intelligence (AI). | |
Разместил: Ingvar16 6-08-2023, 18:58 | Комментарии: 0 | Подробнее
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 Название: Программирование на Python для начинающих
Автор: Майк МакГрат
Издательство: Эксмо
Год: 2023
Страниц: 194
Язык: русский
Формат: pdf
Размер: 13.5 MB
Книга «Программирование на Python для начинающих» является исчерпывающим руководством для того, чтобы научиться программировать на языке Python. В этой книге с помощью примеров программ и иллюстраций, показывающих результаты работы кода, разбираются все ключевые аспекты языка. Установив свободно распространяемый интерпретатор Python, вы с первого же дня сможете создавать свои собственные исполняемые программы! Познакомившись с основами языка, вы перейдете к объектно-ориентированному программированию и созданию CGI-сценариев для обработки данных веб-форм, научитесь создавать графические приложения с оконным интерфейсом и распространять их на другие устройства. В обучении вам помогут готовые примеры. Книга «Программирование на Python для начинающих» идеально подойдет программистам, переключающимся на работу с другим языком, студентам и школьникам, изучающим язык Python. | |
Разместил: Ingvar16 6-08-2023, 17:11 | Комментарии: 0 | Подробнее
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 Название: Implementing DDD, CQRS and Event Sourcing
Автор: Alex Lawrence
Издательство: Leanpub
Год: 2021-04-15
Страниц: 503
Язык: английский
Формат: pdf (true), epub + code
Размер: 18.1 MB
Learn how to implement DDD, CQRS and Event Sourcing. Understand the theory and put it into practice with jаvascript and Node.js. Utilize an extensive source code bundle and an interactive execution feature for a hands-on experience. This book explains and illustrates how to implement Domain-Driven Design, Command Query Responsibility Segregation and Event Sourcing. The goal is to build software that is behavior-rich, event-based, problem-centric, reactive, scalable and well-designed. Domain-Driven Design is a way to build software that focuses on the problem to solve and its associated knowledge areas. Command Query Responsibility Segregation separates a software into a write side and a read side. Event Sourcing is an architectural pattern that represents state as a sequence of immutable events. The concepts are explained in theory and put into practice with standalone examples and a Sample Application. This is done without third-party software. The book comes with a source code bundle and supports interactive execution. All code is written in jаvascript and uses Node.js as runtime. | |
Разместил: Ingvar16 6-08-2023, 16:55 | Комментарии: 0 | Подробнее
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 Название: An Introduction to Assembly Programming with RISC-V
Автор: Edson Borin
Издательство: Independently published
Год: May 9, 2022
Страниц: 151
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
An Introduction to Assembly Programming with RISC-V is a textbook for programmers that want to learn how to program in assembly language. It leverages the RISC-V ISA to guide the reader through the main concepts of assembly programming and the assembly process. The book is divided into three parts: I) Introduction to computer systems and assembly language, II) User-level programming, and III) System-level programming. The first part, "Introduction to computer systems and assembly language", starts by providing a brief overview of how computers are organized and how programs are executed by computers. Then, it discusses how data is represented on modern computers, including how numbers and text are represented, how data is organized on the main memory, and how computer instructions are encoded. Next, it discusses how native programs are generated, the assembly process, and the main elements of object (binary) files, including symbols, labels, and references. Finally, it introduces the main elements of the assembly language and some of the most common assembly directives. This book is intended for people that have basic knowledge of computer programming using high-level languages and want to learn assembly programming. | |
Разместил: Ingvar16 6-08-2023, 14:41 | Комментарии: 0 | Подробнее
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 Название: Computational Approaches To Conscious Artificial Intelligence
Автор: Antonio Chella
Издательство: World Scientific Publishing
Год: 2023
Страниц: 310
Язык: английский
Формат: pdf (true)
Размер: 12.5 MB
Artificial Intelligence (AI) has seen rapid advancements in recent years, particularly in the areas of deep learning and the ability to generalize from concrete objects to abstract concepts. Meanwhile, in the study of machine consciousness, a universally agreed definition among scientists and philosophers is still lacking. The fields of Artificial Intelligence (AI) and Artificial Consciousness (AC) have largely developed separately, with different goals and criteria for success and with only a minimal exchange of ideas. In this chapter, we consider the question of how concepts developed in AC research might contribute to more effective future AI systems. We then present ideas about how integrating concepts from AC into AI systems to develop an artificial conscious intelligence (ACI) could both produce more effective AI technology and contribute to a deeper scientific understanding of the fundamental nature of consciousness and intelligence. The volume is designed as a reference guide for researchers, practitioners, and students interested in the intersection of AI and consciousness. | |
Разместил: Ingvar16 6-08-2023, 13:38 | Комментарии: 0 | Подробнее
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 Название: Coding Tricks and Tips - 15th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Язык: английский
Формат: pdf
Размер: 37.2 MB
Coding Tricks and Tips is the perfect digital publication for the user that wants to take their skill set to the next level. Do you want to enhance your user experience? Or wish to gain insider knowledge? Do you want to learn directly from experts in their field? Learn the numerous short cuts that the professionals use? Over the pages of the new advanced user guide you will learn everything you will need to know to become a more confident, better skilled and experienced owner. A user that will make the absolute most of their use and ultimately their coding skills themselves. An achievement you can earn by simply enabling us to exclusively help and teach you the abilities we have gained over our decades of experience. | |
Разместил: Ingvar16 6-08-2023, 04:37 | Комментарии: 0 | Подробнее
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 Название: Bayesian Optimization: Theory and Practice Using Python
Автор: Peng Liu
Издательство: Apress
Год: 2023
Страниц: 243
Язык: английский
Формат: pdf (true), epub (true)
Размер: 14.2 MB
This book covers the essential theory and implementation of popular Bayesian optimization techniques in an intuitive and well-illustrated manner. The techniques covered in this book will enable you to better tune the hyperparemeters of your machine learning models and learn sample-efficient approaches to global optimization. The book begins by introducing different Bayesian Optimization (BO) techniques, covering both commonly used tools and advanced topics. It follows a “develop from scratch” method using Python, and gradually builds up to more advanced libraries such as BoTorch, an open-source project introduced by Facebook recently. Along the way, you’ll see practical implementations of this important discipline along with thorough coverage and straightforward explanations of essential theories. This book intends to bridge the gap between researchers and practitioners, providing both with a comprehensive, easy-to-digest, and useful reference guide. After completing this book, you will have a firm grasp of Bayesian optimization techniques, which you’ll be able to put into practice in your own Machine Learning models. | |
Разместил: Ingvar16 5-08-2023, 20:49 | Комментарии: 0 | Подробнее
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Название: Основы теории вейвлетов. Вейвлеты в MATLAB
Автор: Смоленцев Н.К.
Издательство: М.: ДМК Пресс
Год: 2014
Страниц: 628
ISBN: 978-5-94074-955-4
Формат: PDF
Размер: 23 Мб
Язык: русский
Данная книга может служить учебником по теории вейвлетов и их применениям в системе MATLAB. В издание включены сведения по дискретному преобразованию Фурье, фильтрам и разложению сигналов, а также впервые в учебной литературе представлено построение вейвлетов с произвольным натуральным коэффициентом масштабирования N и дано изложение теории вейвлетов на однородных пространствах. | |
Разместил: rivasss 5-08-2023, 19:31 | Комментарии: 0 | Подробнее
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 Название: Intelligent Prognostics for Engineering Systems with Machine Learning Techniques
Автор: Gunjan Soni, Om Prakash Yadav, Gaurav Kumar Badhotiya, Mangey Ram
Издательство: CRC Press
Год: 2024
Страниц: 261
Язык: английский
Формат: pdf (true)
Размер: 66.2 MB
The text discusses the latest data-driven, physics-based, and hybrid approaches employed in each stage of industrial prognostics and reliability estimation. It will be a useful text for senior undergraduate, graduate students, and academic researchers in areas such as industrial and production engineering, electrical engineering, and Computer Science. The book The text deals with tools and techniques used to predict/ extrapolate/ forecast the process behavior, based on current health state assessment and future operating conditions with the help of Machine Learning (ML). It will serve as a useful reference text for senior undergraduate, graduate students, and academic researchers in areas such as industrial and production engineering, manufacturing science, electrical engineering, and Computer Science. Deep Learning (DL) is a subset of ML that involves a multi-layered artificial neural network (ANN). The working of ANN is inspired by how the nervous system of the human brain functions. A basic ANN consists of input, output, and hidden layers. Each layer consists of neurons, which resemble brain cells. A mathematical representation of the biological neuron is termed as “perceptron,” and thus, multi-layered neural network is also referred to as multi-layer perceptron (MLP) model. | |
Разместил: Ingvar16 5-08-2023, 18:16 | Комментарии: 0 | Подробнее
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 Название: The Next.js Handbook: A Complete Resource for Developers
Автор: Brandon Kim
Издательство: Ares Lnc
Год: 2023
Страниц: 166
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
Погрузитесь в мир Next.js и откройте для себя его многочисленные аспекты, включая рендеринг на стороне сервера, генерацию статических сайтов, маршруты API и динамический импорт. С помощью этого всеобъемлющего ресурса вы научитесь использовать весь потенциал Next.js, что позволит вам создавать молниеносные, высокомасштабируемые и SEO-дружественные веб-приложения, которые выделяются на современном конкурентном цифровом ландшафте.
This book, "The Next.js Handbook" is your comprehensive resource for diving deep into the world of Next.js. It will provide you with the knowledge and confidence to build high-performing web applications that not only delight your users but also empower you as a developer. Whether you are a novice who has never heard of Next.js or a seasoned developer looking to sharpen your skills, this book is designed to accommodate your journey and help you master the art of Next.js. Next.js, an open-source framework built on top of React, is the brainchild of the team at Vercel. | |
Разместил: Ingvar16 5-08-2023, 15:44 | Комментарии: 0 | Подробнее
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