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 Название: Machine Learning in Pure Mathematics and Theoretical Physics
Автор: Yang-Hui He
Издательство: World Scientific Publishing
Год: 2023
Страниц: 418
Язык: английский
Формат: pdf (true)
Размер: 32.4 MB
The juxtaposition of "Machine Learning" and "pure mathematics and theoretical physics" may first appear as contradictory in terms. The rigours of proofs and derivations in the latter seem to reside in a different world from the randomness of data and statistics in the former. Yet, an often under-appreciated component of mathematical discovery, typically not presented in a final draft, is experimentation: both with ideas and with mathematical data. Think of the teenage Gauss, who conjectured the Prime Number Theorem by plotting the prime-counting function, many decades before complex analysis was formalized to offer a proof. Can modern technology in part mimic Gauss's intuition? The past five years saw an explosion of activity in using AI to assist the human mind in uncovering new mathematics: finding patterns, accelerating computations, and raising conjectures via the Machine Learning of pure, noiseless data. The aim of this book, a first of its kind, is to collect research and survey articles from experts in this emerging dialogue between theoretical mathematics and Machine Learning. It does not dwell on the well-known multitude of mathematical techniques in Deep Learning, but focuses on the reverse relationship: how Machine Learning helps with mathematics. Taking a panoramic approach, the topics range from combinatorics to number theory, and from geometry to quantum field theory and string theory. Aimed at PhD students as well as seasoned researchers, each self-contained chapter offers a glimpse of an exciting future of this symbiosis. | |
Разместил: Ingvar16 11-08-2023, 16:31 | Комментарии: 0 | Подробнее
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 Название: C# Concurrency (MEAP v5)
Автор: Nir Dobovizki
Издательство: Manning Publications
Год: 2023
Страниц: 148
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.9 MB
Supercharge your applications with the ultimate guide to asynchronous and multithreaded programming in C#! Multithreading and asynchronous programming are two ways to make the computer do more than one thing at the same time. Multithreading is about making it seem like the computer is doing multiple things (more things than the number of CPU cores) at the same time and asynchronous programming is about better utilizing the CPU in all the situations that would normally cause the CPU to wait. Making the computer do more than one thing at the same time is extremely useful; it can help keep native apps responsive while they work, and it is required to write high performance servers that can communicate with multiple clients. C# Concurrency teaches you how to write effective multithreaded and asynchronous software in C#. In this insightful book, you’ll discover the essential differences between multithreaded and asynchronous programming, how async/await works behind the scenes, and how you can use them all accurately and safely. Practical techniques, real-world examples, and useful code samples cut through the confusion around async/await and help you write rapid, reliable, and bug-free code. | |
Разместил: Ingvar16 11-08-2023, 16:09 | Комментарии: 0 | Подробнее
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 Название: Semantic Technologies for Intelligent Industry 4.0 Applications
Автор: Archana Patel, Dr. Narayan C. Debnath
Издательство: River Publishers
Серия: River Publishers Series in Computing and Information Science and Technology
Год: 2023
Страниц: 395
Язык: английский
Формат: pdf (true)
Размер: 11.7 MB
Semantic technologies work with the concepts and relations that are very close to the working of the human brain. By using these technologies, data becomes a real-world entity rather than a string of characters. Semantic technologies are highly valuable tools to simplify the existing problems of the industry, leading to new opportunities. However, there are some challenges that need to be addressed to make industrial applications and machines smarter. The proposed book aims to provide a roadmap for semantic technologies and highlights the role of these technologies in industry. The book covers semantic search engine, semantic web services, semantic web of things, AI compatible key hardware design, knowledge-graph-based integration, ontology development methodologies, knowledge extraction, prediction of semantic relations of biocontrol agents, integration of biomedical knowledge, semantic checking of information support, a tool for automatic anomaly identification in OWL ontologies, challenges and prospects of industry 4.0, and ontological modeling. As the world enters the era of big data, there is a serious need to give a semantic perspective to the data in order to find unseen patterns, derive meaningful information, and make intelligent decisions. Semantic technologies offer the richest machine-interpretable (rather than just machine-processable) and explicit semantics that are being extensively used in various domains and industries. These technologies reduce the problem of large semantic loss in the process of modelling knowledge, and provide sharable, reusable knowledge,and a common understanding of the knowledge. | |
Разместил: Ingvar16 11-08-2023, 08:01 | Комментарии: 0 | Подробнее
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 Название: Artificial Intelligence and Knowledge Processing: Improved Decision-Making and Prediction
Автор: Hemachandran K, Raul V. Rodriguez, Umashankar Subramaniam, Valentina Emilia Balas
Издательство: CRC Press
Год: 2024
Страниц: 387
Язык: английский
Формат: pdf (true)
Размер: 17.3 MB
Artificial Intelligence and Knowledge Processing play a vital role in various automation industries and their functioning in converting traditional industries to AI-based factories. This book acts as a guide and blends the basics of Artificial Intelligence (AI) in various domains, which include Machine Learning, Deep Learning, Artificial Neural Networks, and Expert Systems, and extends their application in all sectors. Artificial Intelligence and Knowledge Processing: Improved Decision-Making and Prediction, discusses the designing of new AI algorithms used to convert general applications to AI-based applications. It highlights different Machine Learning and Deep Learning models for various applications used in healthcare and wellness, agriculture, and automobiles. The book offers an overview of the rapidly growing and developing field of AI applications, along with Knowledge of Engineering, and Business Analytics. This multi-contributed book is a valuable source for researchers, academics, technologists, industrialists, practitioners, and all those who wish to explore the applications of AI, Knowledge Processing, Deep Learning, and Machine Learning. | |
Разместил: Ingvar16 11-08-2023, 07:01 | Комментарии: 0 | Подробнее
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 Название: Basics of Python: Master Python Programming from Scratch
Автор: Programming Hub
Издательство: Programming Hub
Год: 2023
Страниц: 239
Язык: английский
Формат: pdf
Размер: 49.3 MB
Embark on an enchanting adventure into the world of Python programming. This is one of the three-volume book series, crafted by Programming Hub, it is designed specifically for first-year engineering students, students seeking to strengthen the base of Python and someone who is trying to master Python with ease and joy. Whether you're a novice or have dabbled in Python before, "Basics of Python" is your guide to mastering Python and unleashing the programmer in you. Begin your exciting adventure now! | |
Разместил: Ingvar16 11-08-2023, 06:14 | Комментарии: 0 | Подробнее
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Название: C++ для инженерных и научных расчетов
Автор: Питер Готтшлинг
Издательство: Диалектика
Год: 2020
Формат: pdf
Страниц: 514
Размер: 33 МБ
Язык: русский
С развитием вычислительной техники научные и инженерные проекты становятся все более крупными и сложными, и все более вероятно, что все новые проекты будут разрабатываться на C++. По мере того, как встраиваемое аппаратное обеспечение становится все более мощным, его программное обеспечение также все чаще разрабатывается на C++. Овладение языком программирования C++ дает вам навыки программирования почти на каждом уровне — от близкого к аппаратному обеспечению до абстракций высшего уровня. Короче говоря, C++ — это тот язык, который научные и технические специалисты должны знать в обязательном порядке. | |
Разместил: vikCAT 10-08-2023, 19:50 | Комментарии: 0 | Подробнее
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 Название: jаvascript. Рецепты для разработчиков, 3-е издание
Автор: Адам Д. Скотт, Мэтью Макдоналд, Шелли Пауэрс
Издательство: Питер
Год: 2023
Страниц: 528
Язык: русский
Формат: pdf
Размер: 10.1 MB
Зачем изобретать велосипед, сталкиваясь с очередной проблемой в jаvascript? Здесь вы найдете множество рецептов кода для типовых задач программирования, а также познакомитесь c методами создания приложений, работающих в любом браузере. Адаптируемые примеры кода можно вставить практически в любой проект, а заодно поглубже изучить JS. С помощью этой книги вы научитесь настраивать эффективную среду разработки с редактором кода, статическим анализатором и тестовым сервером; станете лучше понимать функции JS, включая замыкания и генераторы; узнаете, как использовать классы и наследование — основные концепции ООП; освоите работу с мультимедиа, включая аудио, видео и SVG; научитесь управлять HTML и CSS; благодаря Node.js сможете использовать jаvascript где угодно; узнаете, как получать доступ к удаленным данным и управлять ими с помощью технологий REST, GraphQL и Fetch; освоите популярную среду разработки приложений Express; научитесь выполнять асинхронные операции с промисами, async/await и веб-процессами. | |
Разместил: Ingvar16 10-08-2023, 19:08 | Комментарии: 0 | Подробнее
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 Название: Exploring the Power of ChatGPT: Applications, Techniques, and Implications
Автор: Eric Sarrion
Издательство: Apress
Год: 2023
Страниц: 206
Язык: английский
Формат: pdf
Размер: 19.1 MB
Learn how to use the large-scale natural language processing (NLP) model developed by OpenAI: ChatGPT. This book explains how ChatGPT uses Machine Learning to autonomously generate text based on user input and explores the significant implications for human communication and interaction. Author Eric Sarrion examines various aspects of ChatGPT, including its internal workings, use in computer projects, and impact on employment and society. He also addresses long-term perspectives for ChatGPT, including possible future advancements, adoption challenges, and considerations for ethical and responsible use. The book starts with an introduction to ChatGPT covering its versions, application areas, how it works with neural networks, NLP, and its advantages and limitations. Next, you'll be introduced to applications and training development projects using ChatGPT, as well as best practices for it. You'll then explore the ethical implications of ChatGPT, such as potential biases and risks, regulations, and standards. This is followed by a discussion of future prospects for ChatGPT. The book concludes with practical use case examples, such as text content creation, software programming, and innovation and creativity. This essential book summarizes what may be one of the most significant developments in Artificial Intelligence in recent history and provides useful insights for researchers, policymakers, and anyone interested in the future of technology. | |
Разместил: Ingvar16 10-08-2023, 17:47 | Комментарии: 0 | Подробнее
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 Название: Twisted Coding Projects (MEAP v3)
Автор: Daniel Aldred
Издательство: Manning Publications
Год: 2023
Страниц: 181
Язык: английский
Формат: pdf, epub + Code
Размер: 18.99 MB
You won’t find these Python projects in a programming textbook! Each twisted task teaches you Python GUI skills you’ll use again and again—even for serious things like a job! Twisted Coding Projects helps you take your next steps in Python by creating offbeat projects you’ll love to code. You’ll learn vital techniques for designing and developing Graphic User Interfaces (GUIs) that put a face on your Python apps. Use the open-source GUIZero library to build programs that prank your friends and amuse your family while upgrading your programming skills. Perfect for Python beginners, and kids big and small. The button, boxes, menus, and images on a Graphical User Interface (GUI) makes it easy for users to interact with a program. Python’s free, open source GUIZero library makes it easy to create GUIs for your applications. Built on the rock-solid Python Tkinter GUI, GUIZero is perfect for creating simple forms, games, and widgets. | |
Разместил: Ingvar16 10-08-2023, 15:19 | Комментарии: 0 | Подробнее
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 Название: Conquering jаvascript: The Practical Handbook
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2024
Страниц: 563
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
Conquering jаvascript: The Practical Handbook helps the reader master the jаvascript (JS) programming language for faster and more robust development. JS is a highly popular language and is often termed as the ‘language of the web.’ In addition to the internet, JS is also being used actively in game development, mobile apps, progressive applications, and now even desktop apps. As such, it is safe to say that JS is probably the most cross-platform language currently in use, and it rises in popularity with each passing day. This book covers the basics and moves on to advanced concepts using a hands-on approach with practical lessons and tutorials. JS programming, JS frameworks and various use-case scenarios are discussed in detail. Bridging the gap between beginner and intermediate-level JS literature, this book is a valuable resource to build robust knowledge. AngularJS, jQuery, and ReactJS are just a few of the frameworks and tools available for jаvascript today. Initially executed on the client side, the jаvascript implementation has expanded to the server side after the introduction of Node.js, a cross-platform server environment based on the Google Chrome jаvascript V8 engine. While it primarily caters to web-based applications, jаvascript programming capabilities have numerous uses in many fields. | |
Разместил: Ingvar16 9-08-2023, 20:34 | Комментарии: 0 | Подробнее
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