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 Название: A Primer on Machine Learning in Subsurface Geosciences
Автор: Shuvajit Bhattacharya
Издательство: Springer
Год: 2021
Страниц: 182
Язык: английский
Формат: pdf (true)
Размер: 12.0 MB
This book provides readers with a timely review and discussion of the success, promise, and perils of Machine Learning (ML) in geosciences. It explores the fundamentals of data science and Machine Learning, and how their advances have disrupted the traditional workflows used in the industry and academia, including geology, geophysics, petrophysics, geomechanics, and geochemistry. It then presents the real-world applications and explains that, while this disruption has affected the top-level executives, geoscientists as well as field operators in the industry and academia, Machine Learning will ultimately benefit these users. The book is written by a practitioner of Machine Learning and statistics, keeping geoscientists in mind. This book provides a timely review and discussion of the fundamentals, workflow, proven success, promises, and perils of ML. It can be used as a ready-to-go reference for understanding ML and its nuances in both subsurface and surface applications. | |
Разместил: Ingvar16 7-05-2021, 19:24 | Комментарии: 0 | Подробнее
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 Название: Моделирование процессов и систем в MATLAB
Автор: Лазарев Ю.
Издательство: Питер, BHV
Год: 2005
Cтраниц: 512
Формат: djvu
Размер: 13 мб
Язык: русский
Материал книги является учебным курсом по системе MATLAB. Читатель не только ознакомится с тем, как работать с этой системой в режиме калькулятора, но и изучит программирование в среде MATLAB, в том числе и объектно-ориентированное. Большая часть книги посвящена моделированию физических процессов и технических систем. | |
Разместил: rivasss 7-05-2021, 09:10 | Комментарии: 2 | Подробнее
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 Название: Python Programming for Data Analysis
Автор: Jose Unpingco
Издательство: Springer
Год: 2021
Формат: true pdf/epub
Страниц: 271
Размер: 50.8 Mb
Язык: English
This textbook grew out of notes for the ECE143 Programming for Data Analysis class that the author has been teaching at University of California, San Diego, which is a requirement for both graduate and undergraduate degrees in Machine Learning and Data Science. This book is ideal for readers with some Python programming experience. The book covers key language concepts that must be understood to program effectively, especially for data analysis applications. Certain low-level language features are discussed in detail, especially Python memory management and data structures. Using Python effectively means taking advantage of its vast ecosystem. The book discusses Python package management and how to use third-party modules as well as how to structure your own Python modules. | |
Разместил: bomboane 6-05-2021, 10:33 | Комментарии: 0 | Подробнее
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 Название: Fuzzy Logic: Recent Applications and Developments
Автор: Jenny Carter (Editor), Francisco Chiclana (Editor), Arjab Singh Khuman (Editor), Tianhua Chen (Editor)
Издательство: Springer
Год: 2021
Формат: true pdf/epub
Страниц: 268
Размер: 21.4 Mb
Язык: English
Since its inception, fuzzy logic has attracted an incredible amount of interest, and this interest continues to grow at an exponential rate. As such, scientists, researchers, educators and practitioners of fuzzy logic continue to expand on the applicability of what and how fuzzy can be utilised in the real-world. In this book, the authors present key application areas where fuzzy has had significant success. The chapters cover a plethora of application domains, proving credence to the versatility and robustness of a fuzzy approach. | |
Разместил: bomboane 6-05-2021, 10:26 | Комментарии: 0 | Подробнее
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 Название: Python Scikit-Learn for Beginners: Scikit-Learn Specialization for Data Scientist
Автор: AI Publishing
Издательство: AI Publishing
Год: 2021
Формат: epub/pdf(conv.)
Страниц: 351
Размер: 21.6 Mb
Язык: English
Scikit-Learn, also known as Sklearn, is a free, open-source machine learning (ML) library used for the Python language. In February 2010, this library was first made public. And in less than three years, it became one of the most popular machine learning libraries on Github.
Scikit-learn is the best place to start for access to easy-to-use, top-notch implementations of popular algorithms. This library speeds up the development of ML models. | |
Разместил: bomboane 6-05-2021, 09:35 | Комментарии: 0 | Подробнее
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 Название: The Art of Go - Basics: Introduction to Programming in Go for Smart Beginners (Learn Programming for Fun) V.1.16+
Автор: Harry Yoon
Издательство: Coding Books Press
Год: May 2021
Формат: epub/pdf(conv.)
Страниц: 577
Размер: 10.3 Mb
Язык: English
Learn programming in Go for fun.
Go is one of the most popular programming languages. Go is an interesting language. It is much simpler than most other modern programming languages. It is easier to learn. It is easier to use. It is safer to use. It is more fun to use.
If you are just starting with programming, then Go is the perfect language to learn programming with. If you are a seasoned developer, and looking to expand your horizon, then Go is the perfect language to pick up as your next programming language. | |
Разместил: bomboane 6-05-2021, 07:50 | Комментарии: 0 | Подробнее
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 Название: ASP.NET MVC 3 Framework с примерами на C# для профессионалов
Автор: Фримен А., Сандерсон С.
Издательство: Вильямс
Год: 2011 - 3-е изд.
Cтраниц: 672
Формат: pdf
Размер: 19 мб
Язык: русский
ASP.NET MVC 3 Framework представляет собой последнюю версию веб-платформы ASP.NET от Microsoft. Она предлагает высокопроизводительную модель программирования, которая способствует построению более чистой кодовой архитектуры, обеспечивает разработку, управляемую тестами, и позволяет повсеместную расширяемость в комбинации со всеми преимуществами версии ASP.NET 4. | |
Разместил: rivasss 6-05-2021, 07:45 | Комментарии: 0 | Подробнее
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 Название: Machine Learning and the Internet of Medical Things in Healthcare
Автор: Krishna Kant Singh, Mohamed Elhoseny
Издательство: Academic Press
Год: 2021
Страниц: 281
Язык: английский
Формат: pdf (true)
Размер: 12.4 MB
Machine Learning and the Internet of Medical Things in Healthcare discusses the applications and challenges of machine learning for healthcare applications. The book provides a platform for presenting machine learning-enabled healthcare techniques and offers a mathematical and conceptual background of the latest technology. It describes machine learning techniques along with the emerging platform of the Internet of Medical Things used by practitioners and researchers worldwide. The book includes deep feed forward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology. It also presents the concepts of the Internet of Things, the set of technologies that develops traditional devices into smart devices. | |
Разместил: Ingvar16 5-05-2021, 19:21 | Комментарии: 0 | Подробнее
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 Название: Random Numbers and Computers
Автор: Ronald T. Kneusel
Издательство: Springer
Год: 2018
Страниц: 266
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB
This book covers pseudorandom number generation algorithms, evaluation techniques, and offers practical advice and code examples. Random Numbers and Computers is an essential introduction or refresher on pseudorandom numbers in computer science. The first comprehensive book on the topic, readers are provided with a practical introduction to the techniques of pseudorandom number generation, including how the algorithms work and how to test the output to decide if it is suitable for a particular purpose. Practical applications are demonstrated with hands-on presentation and descriptions that readers can apply directly to their own work. Examples are in C and Python and given with an emphasis on understanding the algorithms to the point of practical application. The examples are meant to be implemented, experimented with and improved/adapted by the reader. | |
Разместил: Ingvar16 5-05-2021, 16:51 | Комментарии: 0 | Подробнее
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 Название: Spring Boot 2. Лучшие практики для профессионалов
Автор: Фелипе Гутьеррес
Издательство: Питер
Год: 2020
Формат: PDF
Страниц: 464
Размер: 10 Mb
Язык: Русский
Хотите повысить свою эффективность в разработке корпоративных и облачных Java-приложений?
Увеличьте скорость и простоту разработки микросервисов и сложных приложений, избавившись от забот по конфигурации Spring.
Используйте Spring Boot 2 и такие инструменты фреймворка Spring 5, как WebFlux, Security, Actuator, а также фреймворк Micrometer, предоставляющий новый способ сбора метрик.
В этой кнге: настройка и использование Spring Boot 2; работа с нефункциональными требованиями с помощью Spring Boot Actuator; разработка веб-приложений с помощью Spring Boot 2; постоянное хранение данных с использованием JDBC, JPA и баз данных NoSQL; обмен сообщениями с помощью JMS, RabbitMQ и WebSockets; краткое знакомство с проектами Spring Cloud; тестирование, микросервисы и развертывание в облачной среде с использованием Spring Boot 2; расширение Spring Boot путем создания своего собственного «стартового набора» и добавления функциональности | |
Разместил: vitvikvas 5-05-2021, 09:50 | Комментарии: 0 | Подробнее
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