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 Название: Deep Learning Systems: Algorithms, Compilers, and Processors for Large-Scale Production
Автор: Andres Rodriguez
Издательство: Morgan & Claypool
Год: 2021
Формат: PDF
Страниц: 256
Размер: 10 Mb
Язык: English
This book describes deep learning systems: the algorithms, compilers, and processor components to efficiently train and deploy deep learning models for commercial applications.
The exponential growth in computational power is slowing at a time when the amount of compute consumed by state-of-the-art deep learning (DL) workloads is rapidly growing. Model size, serving latency, and power constraints are a significant challenge in the deployment of DL models for many applications. Therefore, it is imperative to codesign algorithms, compilers, and hardware to accelerate advances in this field with holistic system-level and algorithm solutions that improve performance, power, and efficiency. | |
Разместил: vitvikvas 20-01-2021, 08:11 | Комментарии: 0 | Подробнее
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 Название: Raspberry Pi: Advanced Guide to Learn About the Realms of Raspberry Pi Programming
Автор: Logan Pratt
Издательство: Amazon.com Services LLC
Год: 2021
Страниц: 128
Язык: английский
Формат: pdf, rtf, azw3, epub
Размер: 10.1 MB
Have you heard about the little device called the Raspberry Pi? Are you passionate about technology and computer science? Would you like to learn how to use Raspberry Pi to program and code cool projects? Did you know that you could use the Raspberry Pi to create software projects as well as real-world physical computing projects? Have you always been curious about the Raspberry Pi, but did know how it could be used to its full potential? If you answered yes to one or more of these questions, then this is the perfect book for you. Whether you are a veteran in the world of programming and coding or completely new to it, this book will be your step-by-step guide to help you understand programming and further employ your programming knowledge to create software and physical computing projects using two programming languages: Scratch and Python. | |
Разместил: Ingvar16 19-01-2021, 19:47 | Комментарии: 0 | Подробнее
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 Название: Open Agile Architecture - A Standard of The Open Group
Автор: The Open Group
Издательство: Van Haren Publishing
Год: 2020
Страниц: 275
Язык: английский
Формат: epub
Размер: 10.1 MB
Open Agile Architecture, a standard of The Open Group, offers an approach to architect at scale with agility. It provides guidance and best practices for Enterprise Architects seeking to transition into Agile and Digital contexts. Empowering an Enterprise to Succeed with its Digital-Agile Transformation. Agile teams drive the enterprise's Digital Transformation by inventing new business models, delivering superior customer experiences, developing digital products, and architecting highly-automated operating systems. | |
Разместил: Ingvar16 19-01-2021, 19:06 | Комментарии: 0 | Подробнее
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 Название: Мультиагентное моделирование в имитационной системе Simplex3
Автор: Ивашкин Ю. А.
Издательство: Лаборатория знаний
Год: 2020
Формат: PDF
Страниц: 361
Размер: 11,6 Mb
Язык: Русский
В учебном пособии рассматриваются теоретические и практические основы мультиагентного имитационного моделирования динамических систем различной физической и социальной природы. Излагается концепция интеллектуального агента как имитационной модели поведения активного элемента в сложных ситуациях и стратегиях взаимодействия с другими активными элементами и средой для достижения цели. Описываются алгоритмы поведения агентов в различных условиях, агентные технологии идентификации и прогнозирования состояния мультиагентных систем, а также программная реализация моделей в универсальной имитационной системе Simplex3. | |
Разместил: vitvikvas 19-01-2021, 16:26 | Комментарии: 0 | Подробнее
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 Название: Project-Based R Companion to Introductory Statistics: A Project-Based Approach using R
Автор: Chelsea Myers
Издательство: CRC Press
Год: 2021
Страниц: 185
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
Project-Based R Companion to Introductory Statistics is envisioned as a companion to a traditional statistics or biostatistics textbook, with each chapter covering traditional topics such as descriptive statistics, regression, and hypothesis testing. However, unlike a traditional textbook, each chapter will present its material using a complete step-by-step analysis of a real publicly available dataset, with an emphasis on the practical skills of testing assumptions, data exploration, and forming conclusions. The chapters in the main body of the book include a worked example showing the R code used at each step followed by a multi-part project for students to complete. These projects, which could serve as alternatives to traditional discrete homework problems, will illustrate how to "put the pieces together" and conduct a complete start-to-finish data analysis using the R statistical software package. | |
Разместил: Ingvar16 19-01-2021, 15:07 | Комментарии: 0 | Подробнее
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 Название: Artificial Intelligence Techniques in IoT Sensor Networks (Chapman & Hall/CRC Distributed Sensing and Intelligent Systems Series)
Автор: Mohamed Elhoseny (Editor), K Shankar (Editor), Mohamed Abdel-Basset (Editor)
Издательство: CRC Press
Год: 2021
Формат: True PDF
Страниц: 232
Размер: 25.5 Mb
Язык: English
Artificial Intelligence Techniques in IoT Sensor Networks is a technical book which can be read by researchers, academicians, students and professionals interested in artificial intelligence (AI), sensor networks and Internet of Things (IoT). This book is intended to develop a shared understanding of applications of AI techniques in the present and near term. The book maps the technical impacts of AI technologies, applications and their implications on the design of solutions for sensor networks. | |
Разместил: bomboane 19-01-2021, 11:39 | Комментарии: 0 | Подробнее
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 Название: Content-Based Image Classification: Efficient Machine Learning Using Robust Feature Extraction Techniques
Автор: Rik Das
Издательство: CRC Press
Год: 2021
Формат: True PDF
Страниц: 195
Размер: 13.7 Mb
Язык: English
Content-Based Image Classification: Efficient Machine Learning Using Robust Feature Extraction Techniques is a comprehensive guide to research with invaluable image data. Social Science Research Network has revealed that 65% of people are visual learners. Research data provided by Hyerle (2000) has clearly shown 90% of information in the human brain is visual. Thus, it is no wonder that visual information processing in the brain is 60,000 times faster than text-based information (3M Corporation, 2001). Recently, we have witnessed a significant surge in conversing with images due to the popularity of social networking platforms. | |
Разместил: bomboane 19-01-2021, 11:31 | Комментарии: 0 | Подробнее
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 Название: R for Conservation and Development Projects: A Primer for Practitioners
Автор: Nathan Whitmore
Издательство: Chapman and Hall/CRC
Год: 2021
Формат: True PDF
Страниц: 390
Размер: 11.3 Mb
Язык: English
This book is aimed at conservation and development practitioners who need to learn and use R in a part-time professional context. It gives people with a non-technical background a set of skills to graph, map, and model in R. It also provides background on data integration in project management and covers fundamental statistical concepts. The book aims to demystify R and give practitioners the confidence to use it.
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Разместил: bomboane 19-01-2021, 11:02 | Комментарии: 0 | Подробнее
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 Название: Арт-информатика основы, технологии, перспективы
Автор: И. А. Нагаева
Издательство: Директ-Медиа
Год: 2021
Формат: PDF
Страниц: 120
Размер: 10 Mb
Язык: Русский
Исследование посвящено актуальной проблеме современного художественного образования — использованию компьютерных средств обучения в процессе профессионального становления и развития специалистов в сфере культуры и искусства. Автор вводит понятие «Арт-информатика», как область науки «Информатика», базирующая на слиянии информатики и искусства, и изучающая закономерности воспитания и развития человека посредством искусства.
В исследовании анализируются общенаучные методологические ориентиры использования средств информационных технологий для профессионального роста. В монографии рассматриваются теоретико-методологические основы арт-информатики, практика ее применения в обучении. Монография предназначена для студентов, преподавателей и специалистов в области культуры и искусства. | |
Разместил: vitvikvas 19-01-2021, 06:03 | Комментарии: 0 | Подробнее
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 Название: Taming Python: All You need to know to be comfortable writing Python Scripts
Автор: Dr. (h.c.) Khaleel Ahmed H.M.
Издательство: Independently published
Год: 2021
Страниц: 263
Язык: английский
Формат: pdf, epub
Размер: 63.7 MB
First of all, this book focusses on breaking the mental blocks to make sure the learner, with an open mind, is able to understand all the concepts. The book focuses on making sure the absolute fundamentals of Python which every Python developer needs, are introduced in a semitechnical language to make sure the learner not only finds Python easy but also finds programming as a whole very easy. The code examples in the book are kept small & simple encouraging the learner to try out the code examples. This book takes you from a person exposed to programming to a confident programmer. Prerequisite being, an open mind to learn how to write scripts using Python. | |
Разместил: Ingvar16 19-01-2021, 04:59 | Комментарии: 0 | Подробнее
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