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 Название: Modern Deep Learning Design and Application Development Versatile Tools to Solve Deep Learning Problems
Автор: Andre Ye
Издательство: Apress
Год: 2022
Формат: PDF
Страниц: 463
Размер: 12,3 Mb
Язык: English
Learn how to harness modern deep-learning methods in many contexts. Packed with intuitive theory, practical implementation methods, and deep-learning case studies, this book reveals how to acquire the tools you need to design and implement like a deep-learning architect. It covers tools deep learning engineers can use in a wide range of fields, from biology to computer vision to business. With nine in-depth case studies, this book will ground you in creative, real-world deep learning thinking. | |
Разместил: vitvikvas 18-11-2021, 14:29 | Комментарии: 0 | Подробнее
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 Название: Knowledge Graphs (Synthesis Lectures on Data, Semantics, and Knowledge)
Автор: Aidan Hogan, Sebastian Neumaier, Axel-Cyrille Ngonga
Издательство: Morgan & Claypool Publishers
Год: 2022
Страниц: 258
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
This book provides a comprehensive and accessible introduction to knowledge graphs, which have recently garnered notable attention from both industry and academia. Knowledge graphs are founded on the principle of applying a graph-based abstraction to data, and are now broadly deployed in scenarios that require integrating and extracting value from multiple, diverse sources of data at large scale. The book discusses how ontologies and rules can be used to encode knowledge as well as how inductive techniques–based on statistics, graph analytics, Machine Learning, etc.–can be used to encode and extract knowledge. | |
Разместил: Ingvar16 18-11-2021, 12:31 | Комментарии: 0 | Подробнее
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 Название: Sensor Data Analysis and Management: The Role of Deep Learning
Автор: A. Suresh, R. Udendhran, M.S. Irfan Ahmed
Издательство: Wiley-IEEE Press
Год: 2021
Страниц: 217
Язык: английский
Формат: epub
Размер: 37.5 MB
Discover detailed insights into the methods, algorithms, and techniques for Deep Learning in sensor data analysis. Sensor Data Analysis and Management: The Role of Deep Learning delivers an insightful and practical overview of the applications of Deep Learning techniques to the analysis of sensor data. The book collects cutting-edge resources into a single collection designed to enlighten the reader on topics as varied as recent techniques for fault detection and classification in sensor data, the application of Deep Learning to Internet of Things sensors, and a case study on high-performance computer gathering and processing of sensor data. The book contains real-time examples of analyzing sensor data using Deep Learning algorithms and a step-by-step approach for installing and training Deep Learning using the Python Keras library. | |
Разместил: Ingvar16 18-11-2021, 11:34 | Комментарии: 0 | Подробнее
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 Название: Engineering Computation: An Introduction Using MATLAB and Excel, 2nd Edition
Автор: Joseph C. Musto, William E. Howard, Richard R. Williams
Издательство: McGraw-Hill
Год: 2021
Формат: ePUB
Страниц: 336
Размер: 10 Mb
Язык: English
This text provides a detailed introduction to the computational techniques, numerical methods, and computational tools used by engineering students. It is aimed at first or second year students, and is intended to provide the theoretical and computational foundation required for advanced study in engineering. The text provides a foundation in computational theory, and an overview of thenumerical methods used by engineering students and practicing engineers. The text focuses on implementation of these computational techniques using two widely-used software packages: MATLAB, which provides a structured programming environment, and Excel, which is a ubiquitous spreadsheet application. Throughout the text, these two softwares are used to demonstrate the computational techniques developed in the text, and their advantages and limitations are described. | |
Разместил: vitvikvas 18-11-2021, 11:13 | Комментарии: 0 | Подробнее
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 Название: Algebraic Graph Algorithms: A Practical Guide Using Python
Автор: K. Erciyes
Издательство: Springer
Год: 2021
Формат: ePUB, PDF
Страниц: 229
Размер: 28 Mb
Язык: English
This textbook discusses the design and implementation of basic algebraic graph algorithms, and algebraic graph algorithms for complex networks, employing matroids whenever possible. The text describes the design of a simple parallel matrix algorithm kernel that can be used for parallel processing of algebraic graph algorithms. Example code is presented in pseudocode, together with case studies in Python and MPI. The text assumes readers have a background in graph theory and/or graph algorithms. | |
Разместил: vitvikvas 18-11-2021, 10:16 | Комментарии: 0 | Подробнее
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 Название: Advanced Decision Sciences Based on Deep Learning and Ensemble Learning Algorithms: A Practical Approach Using Python
Автор: S. Sumathi, Suresh Rajappa, L. Ashok Kumar, Surekha Paneerselvam
Издательство: Nova Science Publishers
Год: 2021
Формат: PDF
Страниц: 370
Размер: 11,5 Mb
Язык: English
Advanced Decision Sciences Based on Deep Learning and Ensemble Learning Algorithms: A Practical Approach Using Python describes the deep learning models and ensemble approaches applied to decision-making problems. The authors have addressed the concepts of deep learning, convolutional neural networks, recurrent neural networks, and ensemble learning in a practical sense providing complete code and implementation for several real-world examples. The authors of this book teach the concepts of machine learning for undergraduate and graduate-level classes and have worked with Fortune 500 clients to formulate data analytics strategies and operationalize these strategies. The book will benefit information professionals, programmers, consultants, professors, students, and industry experts who seek a variety of real-world illustrations with an implementation based on machine learning algorithms. | |
Разместил: vitvikvas 18-11-2021, 08:47 | Комментарии: 0 | Подробнее
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 Название: Задачи и алгоритмы целочисленного программирования. Анализ устойчивости
Автор: Колоколов А.А., Девятирикова М.В.
Издательство: Омский государственный университет им. Ф.М. Достоевского
Год: 2015
ISBN: 978-5-7779-1873-4
Формат: pdf
Страниц: 96
Размер: 10,2 Мб
Язык: русский
Излагаются результаты исследований устойчивости задач и алгоритмов целочисленного программирования, полученные на основе авторского подхода. Данный подход базируется на методе регулярных разбиений релаксационных множеств задач целочисленного программирования, предложенном А.А. Колоколовым. Основное внимание уделяется применению L-разбиения. | |
Разместил: oksanavalera 18-11-2021, 07:21 | Комментарии: 0 | Подробнее
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 Название: Building Micro-Frontends: Scaling Frontend Projects and Teams (Final Release)
Автор: Luca Mezzalira
Издательство: O’Reilly Media, Inc.
Год: 2021-11-17
Страниц: 538
Язык: английский
Формат: pdf, epub
Размер: 12.7 MB
Micro-frontends are the answer to today's increasingly complex web applications. Inspired by the microservices model, this approach lets organizations break interfaces into separate features managed by different teams of developers. In this practical guide, Luca Mezzalira shows software architects and senior developers how to build and deliver artifacts atomically rather than use a big bang deployment structure. | |
Разместил: Ingvar16 18-11-2021, 02:22 | Комментарии: 0 | Подробнее
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 Название: Go Brain Teasers: Exercise Your Mind
Автор: Miki Tebeka
Издательство: Pragmatic Bookshelf
Год: September 2021 (V. P1.0)
Страниц: 112
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB
This book contains 25 short programs that will challenge your understanding of Go. Like any big project, the Go developers had to make some design decisions that at times seem surprising. This book uses those quirks as a teaching opportunity. By understanding the gaps in your knowledge, you'll become better at what you do. Some of the teasers are from the author's experience shipping bugs to production, and some from others doing the same. Teasers and puzzles are fun, and learning how to solve them can teach you to avoid programming mistakes and maybe even impress your colleagues and future employers. | |
Разместил: Ingvar16 17-11-2021, 20:38 | Комментарии: 0 | Подробнее
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 Название: Crafting Interpreters
Автор: Robert Nystrom
Издательство: Genever Benning
Год: 2021
Страниц: 312
Язык: английский
Формат: pdf (true)
Размер: 13.1 MB
Despite using them every day, most software engineers know little about how programming languages are designed and implemented. For many, their only experience with that corner of computer science was a terrifying "compilers" class that they suffered through in undergrad and tried to blot from their memory as soon as they had scribbled their last NFA to DFA conversion on the final exam. While academic language folks sometimes look down on object-oriented languages, the reality is that they are widely used even for language work. GCC and LLVM are written in C++, as are most jаvascript virtual machines. Object-oriented languages are ubiquitous and the tools and compilers for a language are often written in the same language. | |
Разместил: Ingvar16 17-11-2021, 19:59 | Комментарии: 0 | Подробнее
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