Название: Computer Science, Algorithms and Complexity Автор: Adele Kuzmiakova Издательство: Arcler Press Год: 2021 Страниц: 276 Язык: английский Формат: pdf (true) Размер: 10.1 MB
The book defines complexity as a numerical function T (n)-the relationship between time and input size n, as one of the basic ideas of computer science. The computational complexity is categorized by algorithm based on its nature and function. The (computational) complexity of the algorithm is a measurement of the ratio of computational resources (time and space) consumed when a particular algorithm is running. For these issues, the book tries to locate heuristic algorithms which can almost explain the problem and operate in a reasonable timeframe. Different kinds of algorithms are described such as graph and network algorithms, algebraic algorithms, parallel algorithms and randomized algorithms.
Название: Artificial intelligence and its Applications Автор: Ivan Stanimirovic, Olivera M. Stanimirovic Издательство: Arcler Press Год: 2021 Страниц: 198 Язык: английский Формат: pdf (true) Размер: 10.1 MB
The advancement of technology, its uses and how they influence on people have generated a great impact on today's society. This book intends to expand our knowledge on the subject and better understand the current state of the art in this field. It is something we have to be aware of, since it is increasingly present in our lives. We must understand the new technologies in order to use them correctly and optimize them in the future. The problem that certain jobs can be replaced by machines, generates a change in the way of human thinking and doing, which must adopt these technologies and trained to use them. In this book, the changes to the world caused by the use of Artificial Intelligence and Machine Learning are investigated. It investigates the impact of the use of artificial intelligence in everyday life, emphasizing technologies such as Artificial Intelligence, Machine Learning and Deep Learning.
Название: Алгоритмы обработки текста. 125 задач с решениями Автор: Крошемор М., Лекрок Т., Риттер В. Издательство: ДМК Пресс Год: 2021 Формат: pdf Страниц: 314 Для сайта:Mirknig.su Размер: 13.2 Мб Язык: русский
Сопоставление строк – одна из самых старых тем в теории алгоритмов, но по-прежнему занимает важное место в информатике. За прошедшие 20 лет мы видели технологические прорывы в таких, например, приложениях, как информационный поиск и сжатие информации. Эта книга, представляющая собой богатое собрание задач и упражнений по важнейшим вопросам алгоритмов обработки текстов и комбинаторных свойств слов, предлагает приятный и прямой путь к их изучению и практическому освоению.
Название: Handbook of Artificial Intelligence for Music Автор: Eduardo Reck Miranda Издательство: Springer Год: 2021 Формат: PDF Страниц: 1007 Размер: 26,5 Mb Язык: English
This book presents comprehensive coverage of the latest advances in research into enabling machines to listen to and compose new music. It includes chapters introducing what we know about human musical intelligence and on how this knowledge can be simulated with AI. The development of interactive musical robots and emerging new approaches to AI-based musical creativity are also introduced, including brain–computer music interfaces, bio-processors and quantum computing.
Название: Техника программирования Автор: Проценко В.С., Чаленко П.И., Сорока Р.А. Издательство: Вища школа Год: 1990 ISBN: 5-11-001974-6 Формат: pdf Страниц: 185 Размер: 20,8 Мб Язык: русский
Изложены широко применяемые методы и приемы программирования: рекурсия, сортировка, поиск и выбор, аналитические преобразования выражений, алгоритмы на графах, исчерпывающий поиск.
Название: De-Coding the Technical Interview Process Автор: Emma Bostian Издательство: technicalinterviews.dev Год: 2020 Страниц: 247 Язык: английский Формат: pdf (true), epub Размер: 35.6 MB
Learn how to nail every aspect of your next tech interview In many ways the technical interview is a way to evaluate candidates for performance anxiety more than it serves to prove their technical capabilities. The code examples throughout this book are in javascript. While many of the concepts we’ll discuss will be conceptual and relevant for all software developers, I am a javascript developer and will dive a bit deeper into web technologies. This book will not be a deep-dive into HTML, CSS, or javascript but will touch on all the topics you should study before a technical interview. However, I will provide resources to learn more about these technologies and concepts.
Название: Decoupled Django: Understand and Build Decoupled Django Architectures for javascript Front-ends Автор: Valentino Gagliardi Издательство: Apress Год: 2021 Страниц: 244 Язык: английский Формат: pdf (true), epub Размер: 10.1 MB
Apply decoupling patterns, properly test a decoupled project, and integrate a Django API with React, and Vue.js. This book covers decoupled architectures in Django, with Django REST framework and GraphQL. With practical and simple examples, you’ll see firsthand how, why, and when to decouple a Django project.
Cover all the machine learning techniques relevant for forecasting problems, ranging from univariate and multivariate time series to supervised learning, to state-of-the-art deep forecasting models such as LSTMs, recurrent neural networks, Facebook’s open-source Prophet model, and Amazon’s DeepAR model.
Название: Data Science at the Command Line, 2nd Edition (Early Release) Автор: Jeroen Janssens Издательство: O’Reilly Media Год: 2021-06-30: Fourth Release Формат: ePUB Страниц: 351 Размер: 16,2 Mb Язык: English
This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You'll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data. To get you started, author Jeroen Janssens provides a Docker image packed with over 80 tools–useful whether you work with Windows, macOS, or Linux.
Название: Cyber Security Cryptography and Machine Learning: 5th International Symposium, CSCML 2021 Автор: Shlomi Dolev, Oded Margalit, Benny Pinkas Издательство: Springer Год: 2021 Страниц: 520 Язык: английский Формат: pdf (true), epub Размер: 41.2 MB
This book constitutes the refereed proceedings of the 5th International Symposium on Cyber Security Cryptography and Machine Learning, CSCML 2021, held in Be'er Sheva, Israel, in July 2021. Topics of interest for CSCML include cyber security design; secure software development methodologies; formal methods, semantics and verification of secure systems; fault tolerance, reliability, and availability of distributed secure systems; game-theoretic approaches to secure computing; automatic recovery self-stabilizing and self-organizing systems; communication, authentication, and identification security; cyber security for mobile systems and the Internet of Things; cyber security of corporations; security and privacy for cloud, Edge and Fog computing; cryptocurrency; blockchain; cryptography...