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Название: Recognition and Perception of Images: Fundamentals and Applications
Автор: Scrivener Publishing LLC
Издательство:
Год: 2021
Формат: True PDF
Страниц: 474
Размер: 95.9 Mb
Язык: English

This book is dedicated to the unique interdisciplinary research of imagery processing, recognition and perception. The contents of this book are based on the concepts of mathematical processing, compositional analysis applied in the art and design, and psychological factors of the information perception process.
The conduction of compositional analysis carried out in the course of images processing and recognition, creation of the image project solution and modeling of the conceptual space structures are considered together with the mechanism of their perception.

Название: Machine Reading Comprehension: Algorithms and Practice
Автор: Chenguang Zhu
Издательство: Elsevier Inc
Год: 2021
Формат: true pdf/epub/azw3
Страниц: 272
Размер: 12.6 Mb
Язык: English

Machine reading comprehension (MRC) is a cutting-edge technology in natural language processing (NLP). MRC has recently advanced significantly, surpassing human parity in several public datasets. It has also been widely deployed by industry in search engine and quality assurance systems. Machine Reading Comprehension: Algorithms and Practice performs a deep-dive into MRC, offering a resource on the complex tasks this technology involves. The title presents the fundamentals of NLP and deep learning, before introducing the task, models, and applications of MRC. This volume gives theoretical treatment to solutions and gives detailed analysis of code, and considers applications in real-world industry. The book includes basic concepts, tasks, datasets, NLP tools, deep learning models and architecture, and insight from hands-on experience. In addition, the title presents the latest advances from the past two years of research. Structured into three sections and eight chapters, this book presents the basis of MRC; MRC models; and hands-on issues in application. This book offers a comprehensive solution for researchers in industry and academia who are looking to understand and deploy machine reading comprehension within natural language processing.
Presents the first comprehensive resource on machine reading comprehension (MRC)
Performs a deep-dive into MRC, from fundamentals to latest developments
Offers the latest thinking and research in the field of MRC, including the BERT model
Provides theoretical discussion, code analysis, and real-world applications of MRC
Gives insight from research which has led to surpassing human parity in MRC

Название: The Blockchain Technology for Secure and Smart Applications across Industry Verticals (Advances in Computers, Volume 121)
Автор: Neeraj Kumar (Editor), Shubhani Aggarwal (Editor), Pethuru Raj (Editor)
Издательство: Elsevier Inc
Год: 2021
Формат: True PDF
Страниц: 517
Размер: 54 Mb
Язык: English

The Blockchain Technology for Secure and Smart Applications across Industry Verticals, Volume 121, presents the latest information on a type of distributed ledger used for maintaining a permanent and tamper-proof record of transactional data. The book presents a novel compendium of existing and budding Blockchain technologies for various smart applications.

Название: Graph Representation Learning
Автор: William L. Hamilton
Издательство: Morgan & Claypool
Серия: Synthesis Lectures on Artificial Intelligence and Machine Learning
Год: 2020
Страниц: 161
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into Deep Learning (DL) architectures is crucial for creating systems that can learn, reason, and generalize from this kind of data. Recent years have seen a surge in research on graph representation learning, including techniques for deep graph embeddings, generalizations of convolutional neural networks to graph-structured data, and neural message-passing approaches inspired by belief propagation. These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical synthesis, 3D vision, recommender systems, question answering, and social network analysis. Machine Learning (ML) is inherently a problem-driven discipline. We seek to build models that can learn from data in order to solve particular tasks, and Machine Learning models are often categorized according to the type of task they seek to solve.

Название: The Agile Guide to Business Analysis and Planning: From Strategic Plan to Continuous Value Delivery
Автор: Howard Podeswa
Издательство: Pearson Education/ Addison-Wesley Professional
Год: 2021
Страниц: 800
Язык: английский
Формат: epub
Размер: 19.7 MB

The Agile Guide to Business Analysis and Planning presents clear, actionable guidance for every product owner, product and program manager, business analyst, requirements engineer, and project manager seeking to improve agile analysis and planning. Renowned author and consultant Howard Podeswa teaches best practices drawn from agile and agile-adjacent frameworks, including ATDD, BDD, DevOps, CI/CD, Kanban, Scrum, SAFe, XP, Lean Thinking, Lean Startup, Circumstance-Based Market Segmentation, and theories of disruptive innovation. He offers a comprehensive agile roadmap for analyzing customer needs and planning product development, including discussion of legacy business analysis tools that still offer immense value to agile teams.

Название: Oracle Database 21c
Автор: Oracle and/or its affiliates
Издательство: Oracle Corporation
Год: 2020-2021
Формат: True PDFs
Размер: 208.9 Mb
Язык: English

Oracle documentation.

Название: Serverless Handbook: for frontend engineers. Dive into modern backend. Understand any backend
Автор: Swizec Teller
Издательство: swizec.com
Год: 2021
Страниц: 301
Язык: английский
Формат: pdf, epub
Размер: 17.6 MB

Learn everything you need to dive into modern backend. Understand any backend. How do you dive into modern serverless backend? You pick a project and start Googling! You'll find hundreds of resources. By experts for experts. All assuming you're a seasoned backend engineer with decades of experience. They're full of weird terms, strange concepts, and new references. Soon you'll find yourself reading obscure comments on GitHub issues and StackOverflow trying to glue it all together. You're learning lots of little details, but how does it all fit together? The whole time I wished there was a clear book for backend beginners. Someone who's good with jаvascript, knows the basic concepts of backend, and wants to truly understand the mindset and tactics of modern backend development.

Название: Natural Language Processing with PyTorch: Build Intelligent Language Applications Using Deep Learning
Автор: Delip Rao, Brian McMahan
Издательство: O'Reilly Media
Год: 2019
Страниц: 256
Формат: PDF
Размер: 16 Mb
Язык: English

Natural Language Processing (NLP) offers unbounded opportunities for solving interesting problems in artificial intelligence, making it the latest frontier for developing intelligent, deep learning-based applications. If you’re a developer or researcher ready to dive deeper into this rapidly growing area of artificial intelligence, this practical book shows you how to use the PyTorch deep learning framework to implement recently discovered NLP techniques. To get started, all you need is a machine learning background and experience programming with Python.

Название: Справочник по расчетам на микрокалькуляторах
Автор: Дьяконов В. П.
Издательство: Наука
Год: 1986
Формат: djvu
Страниц: 226
Размер: 13.5 Мб
Язык: русский

Описаны современные отечественные и зарубежные микрокалькуляторы для инженерных и научных расчетов. Дано математическое и программное обеспечение их. В справочник включено около 300 программ, главным образом для отечественных программируемых микрокалькуляторов. Основное внимание уделено конкретной реализации основных численных методов и вычислениям специальных функций.

Название: Flash. Сборник рецептов
Автор: Дж. Лотт
Издательство: Питер
Год выпуска: 2007
ISBN: 978-5-91180-199-1
Страниц: 542
Формат: pdf
Размер: 33,5 Mб
Язык: Русский

Эта книга - подробное руководство по наиболее популярной программе для создания компьютерной анимации Flash.
Она предлагает набор хорошо структурированных готовых рецептов: от планирования и разработки нового флэш-проекта до наполнения его флэш-контентом и создания интерактивных элементов интерфейса с использованием флэш-технологии.