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Название: Interpretable AI: Building explainable machine learning systems (MEAP Version 2) Автор: Ajay Thampi Издательство: Manning Publications Год: 2020 Формат: true pdf/epub Страниц: 144 Размер: 11.6 Mb Язык: English
Interpretable AI is a hands-on guide to interpretability techniques that open up the black box of AI. This practical guide simplifies cutting-edge research into transparent and explainable AI, delivering practical methods you can easily implement with Python and open source libraries. With examples from all major machine learning approaches, this book demonstrates why some approaches to AI are so opaque, teaches you to identify the patterns your model has learned, and presents best practices for building fair and unbiased models. When you’re done, you’ll be able to improve your AI’s performance during training, and build robust systems that counteract errors from bias, data leakage, and concept drift.
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Разместил: bomboane 11-08-2020, 11:13 | Комментарии: 0 | Подробнее
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Название: Spring Microservices in Action, 2nd Edition (MEAP) Автор: John Carnell, Illary Huaylupo Sanchez Издательство: Manning Publications Год: 2020 Формат: PDF, EPUB Страниц: 391 Размер: 33 Mb Язык: English
By dividing large applications into separate self-contained units, Microservices are a great step toward reducing complexity and increasing flexibility. Spring Microservices in Action, Second Edition teaches you how to build microservice-based applications using Java and the Spring platform. This second edition is fully updated for the latest version of Spring, with expanded coverage of API routing with Spring Cloud Gateway, logging with the ELK stack, metrics with Prometheus and Grafana, security with the Hashicorp Vault, and modern deployment practices with Kubernetes and Istio. |
Разместил: vitvikvas 11-08-2020, 11:06 | Комментарии: 0 | Подробнее
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Название: Math and Architectures of Deep Learning (MEAP Version 2) Автор: Krishnendu Chaudhury Издательство: Manning Publications Co Год: 2020 Формат: true pdf/epub Страниц: 176 Размер: 15.6 Mb Язык: English
Math and Architectures of Deep Learning sets out the foundations of DL in a way that’s both useful and accessible to working practitioners. Each chapter explores a new fundamental DL concept or architectural pattern, explaining the underpinning mathematics and demonstrating how they work in practice with well-annotated Python code. You’ll start with a primer of basic algebra, calculus, and statistics, working your way up to state-of-the-art DL paradigms taken from the latest research. By the time you’re done, you’ll have a combined theoretical insight and practical skills to identify and implement DL architecture for almost any real-world challenge.
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Разместил: bomboane 11-08-2020, 10:44 | Комментарии: 0 | Подробнее
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Название: Classic Computer Science Problems in Java (MEAP Version 3) Автор: David Kopec Издательство: Manning Publications Co Год: 2020 Формат: true pdf/epub Страниц: 225 Размер: 10.5 Mb Язык: English
Classic Computer Science Problems in Java will teach you techniques to solve common-but-tricky programming issues. You’ll explore foundational coding methods, fundamental algorithms, and artificial intelligence topics, all through code-centric Java tutorials and computer science exercises. As you tackle examples for search algorithms, graph algorithms, neural networks, and more, you’ll see how cutting-edge fields like AI remain based in the core disciplines of computer science. With each new problem you crack, you’ll better understand the connections between classic computer science and the real-world challenges you face every day.
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Разместил: bomboane 11-08-2020, 10:33 | Комментарии: 0 | Подробнее
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Название: Bite Sized JS: Regular Expressions: [2b|^2b] that is the question Автор: Fernando Doglio Издательство: Amazon.com Services LLC Серия: Bite Sized jаvascript Book 4 Год: 2020 Язык: английский Формат: pdf, azw3, epub Размер: 10.1 MB
Ever tried to use a Regular Expression but were intimidating by the weird characters and format? That's no longer a problem! This book provides everything you need to know about Regular Expressions in jаvascript and more! Filled with useful information and very practical examples once you're done with the book you'll not only be able to understand how to read Regular Expressions but you'll also be able to think following their logic and create your own ones! |
Разместил: Ingvar16 11-08-2020, 05:49 | Комментарии: 0 | Подробнее
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Название: C# Programming For Beginners & Intermediates: C# Made Easy Step By Step With Hands on Projects Автор: Craig Berg Издательство: Independently published Год: 2020 Страниц: 130 Язык: английский Формат: pdf, azw3, epub Размер: 13.26 MB
You Are 1-Click Away From Learning How To Step And Dive Into The Shallow And Deep Waters Of C# Programming, With Confidence! There are many reasons why you need to learn programming today, and even more reasons why you need to learn programming with C#. If you want to boost your own problem solving ability, explore your creativity and become an innovator, accelerate your career as you help fill or meet the global demand for software developers or even boost your business, you should definitely learn programming. However, if you want to accelerate your understanding of coding and get started fast, gain access to many toolsets backed by Microsoft, enjoy more flexibility in terms of the applications you can develop with C#, work with a popular and well-supported language, then C# is what you need. |
Разместил: Ingvar16 11-08-2020, 05:20 | Комментарии: 0 | Подробнее
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Название: Введение в логическое программирование Автор: Хоггер К.Дж. Издательство: Мир Год: 1988 ISBN: 5-03-000490-4 Формат: pdf Страниц: 350 Размер: 79,5 Mb Язык: Русский
Книга написана английским специалистом по программированию и знакомит читателей с фундаментальными идеями и методологией логического программирования. В ней много внимания уделено вопросам синтеза программ, реализации языков логического программирования и их применения. Материал тщательно отобран, приводится много примеров, облегчающих усвоение материала.
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Разместил: oksanavalera 10-08-2020, 20:51 | Комментарии: 0 | Подробнее
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Название: Building Cloud Native Applications on Google Cloud (early Release) Автор: Rui Santos Costa Издательство: O’Reilly Media Год: 2020-08-10 Формат: epub/pdf(conv.) Размер: 10.3 Mb Язык: English
Companies looking to move enterprise applications to the cloud are busy weighing several options, such as the use of containers, machine learning, and serverless computing. There’s a better way. Instead of focusing on individual technologies, this practical guide explains how to use these technologies to fit your use case, rather than try to fit your use case to specific technologies. |
Разместил: bomboane 10-08-2020, 19:11 | Комментарии: 0 | Подробнее
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Название: Functional Programming in jаvascript: How to improve your jаvascript programs using functional techniques Автор: Luis Atencio Издательство: Manning Publications Год: 2016 Страниц: 274 Язык: английский Формат: True PDF Размер: 14.08 MB
"Функциональное программирование на jаvascript" научит вас методам, как улучшить ваши веб-приложения - их расширяемость, модульность, возможность многократного использования и тестирования, а также их производительность. Эта легкая для чтения книга использует конкретные примеры и четкие объяснения, чтобы показать вам, как использовать функциональное программирование в реальной жизни. Если вы новичок в функциональном программировании, то в данном руководстве вы по достоинству оцените многие параллельные сравнения с императивным или объектно-ориентированным программированием, которые помогут вам понять функциональное программирование. В конце концов, вы будете думать о разработке приложений по-новому и может даже дорастете, чтобы оценить монады в jаvascript! |
Разместил: Ingvar16 10-08-2020, 19:08 | Комментарии: 0 | Подробнее
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Название: Bite-Size Python: An Introduction to Python Programming Автор: April Speight Издательство: Wiley Год: 2020 Формат: True PDF Страниц: 240 Размер: 13.5 Mb Язык: English
Introduce children to the popular Python programming language through relatable examples and fun projects! Python has now surpassed Java as the most commonly used programming language. As the language rises in popularity, this complete guide can teach basic Python concepts to kids with its simple, friendly format. Bite-Size Python: An Introduction to Python Programming provides children with a foundation in the Python language. This unique book shares knowledge through easy-to-understand examples, fast exercises, and fun projects! As children learn, their parents, caregivers, and instructors can also join in their discoveries. Bite-Size Python is ideal for those who are new to programming, giving kids ages 9 and up a beginners’ approach to learning one of the most important programming languages. |
Разместил: bomboane 10-08-2020, 18:32 | Комментарии: 0 | Подробнее
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