Название: Industry 4.0 Interoperability, Analytics, Security, and Case Studies
Автор: G. Rajesh, X. Mercilin Raajini
Издательство: CRC Press
Серия: Big Data for Industry 4.0: Challenges and Applications
Год: 2021
Страниц: 332
Язык: английский
Формат: pdf (true), epub
Размер: 12.9 MB

All over the world, vast research is in progress on the domain of Industry 4.0 and related techniques. Industry 4.0 is expected to have a very high impact on labor markets, global value chains, education, health, environment, and many social economic aspects. Industry 4.0 Interoperability, Analytics, Security, and Case Studies provides a deeper understanding of the drivers and enablers of Industry 4.0. It includes real case studies of various applications related to different fields, such as cyber physical systems (CPS), Internet of Things (IoT), cloud computing, Machine Learning, virtualization, decentralization, blockchain, fog computing, and many other related areas. Also discussed are interoperability, design, and implementation challenges. Big Data Analytics (BDA) can be referred to as “the process of analyzing large scale datasets in order to find unknown correlations, hidden patterns, and other valuable information which is not able to be analysed using conventional data analytics”, as the conventional data analysis techniques are no longer effective because of the special characteristics of big dаta: massive, heterogeneous, high dimensional, complex, erroneous, unstructured, noisy, and incomplete.

Название: Введение в системное администрирование Unix
Автор: Мошков М.Е.
Издательство: ИНТУИТ
Год: 2021
Cтраниц: 205
Формат: pdf
Размер: 14 мб
Язык: русский

В учебном пособии дано краткое описание основ администрирования ОС Unix. Рассказано, как включить Unix-компьютер, описано, какие Unix бывают, какова начальная загрузка операционной системы, какого типа используются файловые системы, приведены сведения об установке дополнительного программного обеспечения, о сетевых командах Unix, сетевой файловой системе NFS - Network File System.

Название: Создание интегрированных документов в Microsoft office. Введение в анализ данных и подготовку документов
Автор: Карабутов Н.Н.
Издательство: СОЛОН-Пресс
Год: 2016
Cтраниц: 293
Формат: pdf
Размер: 61 мб
Язык: русский

Излагаются вопросы создания интегрированных документов в среде Microsoft Office. Рассмотрены основы создания баз данных, извлечения информации и ее анализа как в Microsoft Access, так и Microsoft Excel. Изложены основы работы с Microsoft Query и его применение для извлечения данных из внешних баз данных и других источников с последующим анализом OLAP-кубов в Microsoft Excel.

Название: Advances in Data Science
Автор: Ilke Demir, Yifei Lou, Xu Wang
Издательство: Springer
Год: 2021
Страниц: 374
Язык: английский
Формат: pdf (true)
Размер: 11.2 MB

This volume highlights recent advances in Data Science, including image processing and enhancement on large data, shape analysis and geometry processing in 2D/3D, exploration and understanding of neural networks, and extensions to atypical data types such as social and biological signals. Edge enhancement is an essential problem in image processing, computer graphics, computer vision. It aims to make image edges salient so that users can better visualize images and videos. In this study, we mainly focus on edge sharpening, a subset of edge enhancement that can be applied to many important problems, including image super-resolution (SR), deblurring, etc.

Название: Relational Calculus for Actionable Knowledge
Автор: Michel Bares, Eloi Bosse
Издательство: Springer
Серия: Information Fusion and Data Science
Год: 2022
Страниц: 360
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book focuses on one of the major challenges of the newly created scientific domain known as Data Science: turning data into actionable knowledge in order to exploit increasing data volumes and deal with their inherent complexity. Actionable knowledge has been qualitatively and intensively studied in management, business, and the social sciences but in computer science and engineering, its connection has only recently been established to data mining and its evolution, ‘Knowledge Discovery and Data Mining’ (KDD). Data mining seeks to extract interesting patterns from data, but, until now, the patterns discovered from data have not always been ‘actionable’ for decision-makers in Socio-Technical Organizations (STO). With the evolution of the Internet and connectivity, STOs have evolved into Cyber-Physical and Social Systems (CPSS) that are known to describe our world today. In such complex and dynamic environments, the conventional KDD process is insufficient, and additional processes are required to transform complex data into actionable knowledge.

Название: Mathematics with MATLAB. Graphics and Linear Algebra
Автор: Cesar Perez Lopez
Издательство: Lulu.com
Год: 2021
Страниц: 263
Язык: английский
Формат: pdf, epub
Размер: 10.15 MB

MATLAB is a platform for scientific computing that can work in almost all areas of the experimental sciences and engineering. Logically, this software allows you to work in the field of graphics and linera algebra, featuring some pretty extensive capabilities. The commands that implements MATLAB, about working with graphics and matrix algebra are quite high and very efficient. Matlab functions for working with two-dimensional and three-dimensional graphics, statistical graphs, curves and surfaces in explicit, implicit, parametric and polar coordinates. Additional work perfectly implements the twisted curves, surfaces , meshes , contours , contours, volumes and graphical interpolation. MATLAB allows you to work with ease in the field of Linear Algebra. Its matrix structure facilitates the treatment of matrix algebra, vector and matrix variables and functions, vector spaces, equations and systems, algebraic expressions, polynomials, linear applications, quadratic forms, diagonalization and other typical tasks of linear algebra.

Название: Введение в модель данных SQL
Автор: Кузнецов С.Д.
Издательство: ИНТУИТ
Год: 2021
Cтраниц: 350
Формат: pdf
Размер: 42 мб
Язык: русский

Учебное пособие посвящено описанию базовых средств языка SQL в соответствии со стандартом SQL:2003. Задача состоит в том, чтобы представить язык как специфическую модель данных, происходящую от реляционной модели, но значительно от нее отличающуюся.

Название: Issues With Facial Recognition Technology
Автор: Warren Lambert
Издательство: Nova Science Publishers
Год: 2021
Страниц: 232
Язык: английский
Формат: pdf (true)
Размер: 11.7 MB

Automated facial recognition systems compare two or more images of faces to determine whether they represent the same individual. Facial recognition technology (FRT) falls within the larger categories of biometric technology used to varying degrees by the government and private entities to identify persons. This book deals with some of the issues concerning facial recognition technology. Biometric technology uses automated processes to identify an individual through unique physical characteristics, such a fingerprints, speech patterns, or facial features. FRT can perform several functions, with the most common being face identification - the comparison of an unknown person’s face against a gallery of known persons - and face verification—confirmation of someone’s claimed identity. When an image of an unknown person is compared to a database, the technology may determine that an image in the database is sufficiently similar to register as a likely match.

Название: A Visual Guide to Stata Graphics, 4th Edition
Автор: Michael N. Mitchell
Издательство: StataCorp LLC
Год: 2022
Формат: ePUB
Страниц: 1023
Размер: 10 Mb
Язык: English

Whether you are new to Stata graphics or a seasoned veteran, A Visual Guide to Stata Graphics, Fourth Edition will teach you how to use Stata to make publication-quality graphs that will stand out and enhance your statistical results. With over 1,200 illustrated examples and quick-reference tabs, this book quickly guides you to the information you need for creating and customizing high-quality graphs for any type of statistical data. Each graph is displayed in full color with simple and clear instructions that illustrate how to create and customize graphs using Stata commands. Stata's powerful graphics system gives you complete control over how the elements of your graph look, from marker symbols to lines, from legends to captions and titles, from axis labels to grid lines, and more. Whether you use this book as a learning tool or a quick reference, you will have the power of Stata graphics at your fingertips.

Название: Thinking Clearly with dаta: A Guide to Quantitative Reasoning and Analysis
Автор: Ethan Bueno de Mesquita, Anthony Fowler
Издательство: Princeton University Press
Год: 2021
Страниц: 400
Язык: английский
Формат: pdf, epub
Размер: 10.0 MB

An engaging introduction to Data Science that emphasizes critical thinking over statistical techniques. An introduction to Data Science or statistics shouldn’t involve proving complex theorems or memorizing obscure terms and formulas, but that is exactly what most introductory quantitative textbooks emphasize. In contrast, Thinking Clearly with Data focuses, first and foremost, on critical thinking and conceptual understanding in order to teach students how to be better consumers and analysts of the kinds of quantitative information and arguments that they will encounter throughout their lives.