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 Название: Machine Learning Foundations: Supervised, Unsupervised, and Advanced Learning
Автор: Taeho Jo
Издательство: Springer
Год: 2021
Формат: PDF
Страниц: 411
Размер: 10 Mb
Язык: English
This book provides conceptual understanding of machine learning algorithms though supervised, unsupervised, and advanced learning techniques. The book consists of four parts: foundation, supervised learning, unsupervised learning, and advanced learning. The first part provides the fundamental materials, background, and simple machine learning algorithms, as the preparation for studying machine learning algorithms. The second and the third parts provide understanding of the supervised learning algorithms and the unsupervised learning algorithms as the core parts. The last part provides advanced machine learning algorithms: ensemble learning, semi-supervised learning, temporal learning, and reinforced learning. | |
Разместил: vitvikvas 13-02-2021, 09:48 | Комментарии: 0 | Подробнее
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 Название: Algorithms: The Computer Science of Human Decisions
Автор: Omar Alkhiri
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 400
Язык: английский
Формат: pdf, azw3
Размер: 32.5 MB
Introduces algorithms by looking at the real-world problems that motivate them. The book teaches students a range of design and analysis techniques for problems that arise in computing applications. The text encourages an understanding of the algorithm design process and an appreciation of the role of algorithms in the broader field of computer science. | |
Разместил: Ingvar16 13-02-2021, 08:02 | Комментарии: 0 | Подробнее
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 Название: Reinforcement Learning Pocket Reference: Making Recommendations Under Uncertainty (Early Release)
Автор: Matt Kirk
Издательство: O’Reilly Media, Inc.
Год: 2021-02-12
Язык: английский
Формат: epub, rtf
Размер: 10.1 MB
When it comes to pattern recognition, machine learning and deep learning are excellent--until the underlying data changes. Training ML models to make decisions in a dynamic, ever-changing environment requires reinforcement learning. In this pocket reference, author Matt Kirk shows data scientists, data engineers, and software developers how to apply reinforcement learning to real-world situations. Despite its long history in academia, reinforcement learning has yet to reach practical business applications. You'll explore how modeling data over time can apply to recommendations, dynamic pricing, medical treatment plans, customer personalization, and traffic flow. This guide includes an easy-to-reference checklist. | |
Разместил: Ingvar16 13-02-2021, 07:31 | Комментарии: 0 | Подробнее
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 Название: Mastering the Lightning Network: A Second Layer Blockchain Protocol for Instant Bitcoin Payments (Early Release)
Автор: Andreas M. Antonopoulos, Olaoluwa Osuntokun
Издательство: O’Reilly Media, Inc.
Год: 2021-02-16
Язык: английский
Формат: epub, rtf
Размер: 10.1 MB
Launched in early 2018, the Lightning Network (LN) is rapidly growing in users and capacity. This second-layer payment protocol works on top of Bitcoin and other cryptocurrencies to provide near-instantaneous transactions between two parties. With this practical guide, authors Andreas M. Antonopoulos, Olaoluwa Osuntokun, and Rene Pickhardt explain how this advancement will enable the next level of scale for Bitcoin, increasing speed and privacy while reducing fees. Ideal for developers, systems architects, investors, and entrepreneurs looking to gain a better understanding of LN, this book demonstrates why experts consider LN a critical solution to Bitcoin's scalability problem. | |
Разместил: Ingvar16 13-02-2021, 07:09 | Комментарии: 0 | Подробнее
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 Название: Bootstrapping Microservices with Docker, Kubernetes, and Terraform: A project-based guide + code (Final)
Автор: Ashley Devis
Издательство: Manning Publications
Год: 2021
Формат: True PDF/EPUB
Страниц: 442
Размер: 27.8 Mb
Язык: English
The best way to learn microservices development is to build something! Bootstrapping Microservices with Docker, Kubernetes, and Terraform guides you from zero through to a complete microservices project, including fast prototyping, development, and deployment. You’ll get your feet wet using industry-standard tools as you learn and practice the practical skills you’ll use for every microservices application. Following a true bootstrapping approach, you’ll begin with a simple, familiar application and build up your knowledge and skills as you create and deploy a real microservices project. | |
Разместил: bomboane 12-02-2021, 23:58 | Комментарии: 0 | Подробнее
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 Название: Программирование на Бейсике
Автор: Уолш Б.
Издательство: М.: Радио и связь
Год: 1988
ISBN: 5-256-00437-9
Формат: pdf
Страниц: 285
Размер: 58,8 Мб
Язык: Русский
В книге известного английского автора содержатся сведения о языке программирования Бейсик, предназначенные как для начинающих (основные правила программирования, а также более сложные конструкции языка с примерами их применения при программировании алгоритмов сортировки), так и для опытных программистов (расширение языка для работы с внешними устройствами ЭВМ, технология разработки программ и методы их отладки). | |
Разместил: oksanavalera 12-02-2021, 21:51 | Комментарии: 0 | Подробнее
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Название: Beginning PHP and Oracle. From Novice to Professional
Автор: Bob Bryla, W. Jason Gilmore
Издательство: Apress
Год: 2007
Формат: pdf
Страниц: 771
Размер: 11 Mb
Язык: English
Beginning PHP and Oracle: From Novice to Professional offers comprehensive information on using the PHP scripting language in conjunction with Oracles database platform. PHP is one of the most prominent open source technologies in the area of web development, while Oracle is one of the most widely deployed and used database products. | |
Разместил: Bookworm 12-02-2021, 18:12 | Комментарии: 0 | Подробнее
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Название: Beginning Algorithms
Автор: Simon Harris, James Ross
Издательство: Wiley
Год: 2006
Формат: pdf
Страниц: 591
Размер: 10 Mb
Язык: English
A good understanding of algorithms, and the knowledge of when to apply them, is crucial to producing software that not only works correctly, but also performs efficiently. This is the only book to impart all this essential information-from the basics of algorithms, data structures, and performance characteristics to the specific algorithms used in development and programming tasks. | |
Разместил: Bookworm 12-02-2021, 18:05 | Комментарии: 0 | Подробнее
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Название: Expert F# 3.0
Автор: Cisternino, Antonio, Granicz, Adam, Syme, Don
Издательство: Apress
Год: 2012
Формат: pdf
Страниц: 602
Размер: 15 Mb
Язык: English
Expert F# 3.0 is about practical programming in a beautiful language that puts the power and elegance of data-rich functional programming into the hands of professional developers. In combination with .NET, F# achieves unrivalled levels of programmer productivity and program clarity. Expert F# 3.0 is a comprehensive guide to F# by the inventor of F# A treasury of F# techniques for practical problem-solving. | |
Разместил: Bookworm 12-02-2021, 15:40 | Комментарии: 0 | Подробнее
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 Название: Data Governance: The Definitive Guide (Early Release)
Автор: Evren Eryurek, Uri Gilad, Valliappa Lakshmanan, Anita Kibunguchy, Jessi Ashdown
Издательство: O’Reilly Media
Год: 2021-02-11: Fifth Release
Формат: EPUB
Размер: 16,8 Mb
Язык: English
As your company moves data to the cloud, you need to consider a comprehensive approach to data governance, along with well-defined and agreed-upon policies to ensure you meet compliance. Data governance incorporates the ways that people, processes, and technology work together to support business efficiency. With this practical guide, chief information, data, and security officers will learn how to effectively implement and scale data governance throughout their organizations. You'll explore how to create a strategy and tooling to support the democratization of data and governance principles. Through good data governance, you can inspire customer trust, enable your organization to extract more value from data, and generate more-competitive offerings and improvements in customer experience. This book shows you how. Enable auditable legal and regulatory compliance with defined and agreed-upon data policies Employ better risk management Establish control and maintain visibility into your company's data assets, providing a competitive advantage Drive top-line revenue and cost savings when developing new products and services Implement your organization's people, processes, and tools to operationalize data trustworthiness | |
Разместил: vitvikvas 12-02-2021, 08:50 | Комментарии: 0 | Подробнее
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