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Название: Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch, Second Edition Автор: Nikhil Ketkar, Jojo Moolayil Издательство: Apress Год: 2021 Формат: true pdf/epub Страниц: 316 Размер: 12 Mb Язык: English
Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Facebook’s Artificial Intelligence Research Group. You'll start with a perspective on how and why deep learning with PyTorch has emerged as an path-breaking framework with a set of tools and techniques to solve real-world problems. Next, the book will ground you with the mathematical fundamentals of linear algebra, vector calculus, probability and optimization. Having established this foundation, you'll move on to key components and functionality of PyTorch including layers, loss functions and optimization algorithms. |
Разместил: bomboane 9-04-2021, 09:46 | Комментарии: 0 | Подробнее
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Название: Practical Machine Learning for Streaming Data with Python: Design, Develop, and Validate Online Learning Models Автор: by Sayan Putatunda Издательство: Apress Год: 2021 Формат: PDF, EPUB Страниц: 127 Размер: 10 Mb Язык: English
Design, develop, and validate machine learning models with streaming data using the Scikit-Multiflow framework. This book is a quick start guide for data scientists and machine learning engineers looking to implement machine learning models for streaming data with Python to generate real-time insights.
You'll start with an introduction to streaming data, the various challenges associated with it, some of its real-world business applications, and various windowing techniques. You'll then examine incremental and online learning algorithms, and the concept of model evaluation with streaming data and get introduced to the Scikit-Multiflow framework in Python. This is followed by a review of the various change detection/concept drift detection algorithms and the implementation of various datasets using Scikit-Multiflow. |
Разместил: vitvikvas 9-04-2021, 08:46 | Комментарии: 0 | Подробнее
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Название: Digital Fluency: Understanding the Basics of Artificial Intelligence, Blockchain Technology, Quantum Computing Автор: Volker Lang Издательство: Apress Год: 2021 Формат: PDF, EPUB Страниц: 322 Размер: 11,6 Mb Язык: English
If you are curious about the basics of artificial intelligence, blockchain technology, and quantum computing as key enablers for digital transformation and innovation, Digital Fluency is your handy guide. The real-world applications of these cutting-edge technologies are expanding rapidly, and your daily life will continue to be affected by each of them. There is no better time than now to get started and become digitally fluent.
You need not have previous knowledge of these versatile technologies, as author Volker Lang will expertly guide you through this digital age. He illustrates key concepts and applications in numerous practical examples and more than 48 catchy figures throughout Digital Fluency. The end of each chapter presents you with a helpful implementation checklist of central lessons before proceeding to the next. This book gets to the heart of digital buzzwords and concepts, and tells you what they truly mean. |
Разместил: vitvikvas 9-04-2021, 08:36 | Комментарии: 0 | Подробнее
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Название: Pro ASP.NET Core Identity: Under the Hood with Authentication and Authorization in ASP.NET Core 5 and 6 Applications Автор: Adam Freeman Издательство: Apress Год: 2021 Формат: PDF Страниц: 756 Размер: 21 Mb Язык: English
Get the most from ASP.NET Core Identity. Best-selling author Adam Freeman teaches developers common authentication and user management scenarios and explains how they are implemented in applications. He covers each topic clearly and concisely, and the book is packed with the essential details you need to be effective.
The book takes a deep dive into the Identity framework and explains how the most important and useful features work in detail, creating custom implementations of key components to reveal the inner workings of ASP.NET Core Identity. ASP.NET Core Identity provides authentication and user management for ASP.NET Core applications. Identity is a complex framework in its own right, with support for a wide range of features, including authenticating users with services provided by Google, Facebook, and Twitter. |
Разместил: vitvikvas 9-04-2021, 08:26 | Комментарии: 0 | Подробнее
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Название: Introducing Blockchain with Lisp: Implement and Extend Blockchains with the Racket Language Автор: Boro Sitnikovski Издательство: Apress Год: 2021 Страниц: 151 Язык: английский Формат: pdf (true), epub Размер: 10.2 MB
Implement blockchain from scratch covering all the details with Racket, a general-purpose Lisp. You'll start by exploring what a blockchain is, so you have a solid foundation for the rest of the book. You'll then be ready to learn Racket before starting on your blockchain implementation. Once you have a working blockchain, you'll move onto extending it. The book's appendices provide supporting resources to help you in your blockchain projects. |
Разместил: Ingvar16 8-04-2021, 22:28 | Комментарии: 0 | Подробнее
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Название: Поиск оптимума Автор: Жилинскас А.Г., Шалтянис В.Р. Издательство: Наука Год: 1989 Формат: pdf Страниц: 129 Размер: 11,17 Мб Язык: русский
Книга в доступной форме знакомит с постановкой задач оптимизации, с наиболее распространенными и хорошо зарекомендовавшими себя на практике методами их решения и соответствующим программным обеспечением ЭВМ.
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Разместил: 366887 8-04-2021, 18:13 | Комментарии: 0 | Подробнее
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Название: Архитектура и программное обеспечение вычислительных систем. Часть 1: Арифметические и логические основы компьютера Автор: Тимощенко Е.В. Издательство: Могилёвский государственный университет им. А.А. Кулешова Год: 2020 Страниц: 104 Язык: русский Формат: pdf Размер: 10.1 MB
Целью учебной дисциплины «Архитектура и программное обеспечение вычислительных систем» является формирование у будущих преподавателей физики, математики и информатики профессиональных компетенций в области физических основ построения и функционирования компьютера, аппаратного и программного обеспечения вычислительных систем. При изучении данной дисциплины студенты приобретут знания о способах и формах представления информации в вычислительных системах, об архитектуре и принципах работы ЭВМ и еѐ основных логических блоков, организации вычислительных систем. Поэтому умения и навыки, полученные при выполнении предложенных лабораторных работ, станут важным звеном в профессиональной подготовке, неотъемлемым компонентом их будущей профессиональной деятельности. |
Разместил: Ingvar16 8-04-2021, 17:29 | Комментарии: 0 | Подробнее
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Название: Analysis and Design of Algorithm With Sample Question Papers: Analysis and Design of Algorithm For Computer Science Engineering Автор: Dineshbhai Khadse Издательство: Sasurie Institutions Год: 2021 Страниц: 115 Язык: английский Формат: pdf, azw3, epub Размер: 10.3 MB
An Algorithm is a sequence of steps to solve a problem. Design and Analysis of Algorithm is very important for designing algorithm to solve different types of problems in the branch of computer science and information technology. |
Разместил: Ingvar16 8-04-2021, 15:28 | Комментарии: 0 | Подробнее
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Название: Getting Started with SAS® Programming: Using SAS® Studio in the Cloud Автор: Ron Cody Издательство: SAS Institute Inc Год: 2021 Формат: true pdf, epub Страниц: 316 Размер: 19.9 Mb, 11 Mb Язык: English
Get up and running with SAS® using Ron Cody’s easy-to-follow, step-by-step guide. Aimed at beginners, Getting Started with SAS® Programming: Using SAS® Studio in the Cloud uses short examples to teach SAS programming from the basics to more advanced topics in the point-and-click interactive environment of SAS Studio. To begin, you will learn how to register for SAS OnDemand for Academics, an online delivery platform for teaching and learning statistical analysis that provides free access to SAS software via the cloud. |
Разместил: bomboane 8-04-2021, 14:23 | Комментарии: 0 | Подробнее
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 Название: Visual Basic for Applications: Programming macros in Excel Автор: Hinojosa Rafael Издательство: Independently published Год: 2021 Формат: pdf Страниц: 159 Размер: 17 mb Язык: english
Visual Basic for Applications (VBA) is a programming language that is contained inside of the Microsoft Office suite and applications and it is, in a way, some kind of dialect of Visual Basic, but we may say that it is a smaller and lighter version, besides, it is adapted to be much more friendly to work inside of Office and be able to manipulate many things inside of Office. In this small book, I will focus on using VBA inside of Excel to be able to create more advanced macros than the ones that we can create by just clicking on the Excel buttons, but I want to invite you to try inside of other Office application, some of the things we will see and learn here. |
Разместил: na5ballov 8-04-2021, 12:18 | Комментарии: 0 | Подробнее
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