Litgu.ru - Литературный Гуру

Название: Introduction to Algorithms for Data Mining and Machine Learning
Автор: Yang X.-S.
Издательство: Academic Press
Год: 2019
Формат: PDF
Страниц: 180
Для сайта: litgu.ru
Размер: 24 mb
Язык: английский

This book introduces the essential ideas behind all key algorithms and techniques for data mining and machine learning, along with optimization techniques. Its strong formal mathematical approach, well selected examples, and practical software recommendations help readers develop confidence in their data modeling skills so they can process and interpret data for classification, clustering, curve-fitting and predictions. Masterfully balancing theory and practice, it is especially useful for those who need relevant, well explained, but not rigorous (proofs based) background theory and clear guidelines for working with big data.

Название: Big Data Application in Power Systems
Автор: Reza Arghandeh,Yuxun Zhou
Издательство: Elsevier Science
Год: 2018
Страниц: 482
Язык: английский
Формат: pdf (true)
Размер: 21.0 MB

Big Data Application in Power Systems brings together experts from academia, industry and regulatory agencies who share their understanding and discuss the big data analytics applications for power systems diagnostics, operation and control. Recent developments in monitoring systems and sensor networks dramatically increase the variety, volume and velocity of measurement data in electricity transmission and distribution level. The book focuses on rapidly modernizing monitoring systems, measurement data availability, big data handling and machine learning approaches to process high dimensional, heterogeneous and spatiotemporal data. The book chapters discuss challenges, opportunities, success stories and pathways for utilizing big data value in smart grids.

Название: FinTech As a Disruptive Technology for Financial Institutions
Автор: Abdul Rafay
Издательство: IGI Global
Год: 2019
Страниц: 322
Язык: английский
Формат: pdf (true), djvu
Размер: 10.1 MB

Financial Technology (FinTech) is defined as production of services which combine financial services and technology. In other words, computer program and any other technology which is used to provide and enable financial services is named as FinTech. During the last few years, FinTech advances at an incredible rate all around the globe. Its continuous growth has seen the development of FinTech technologies in multiple areas, such as mobile networks, Big Data, trust management, mobile embedded systems, cloud computing, image processing, data analytic techniques, Machine Learning (ML), Artificial Intelligence (AI), peer to peer lending, robotic investment advisers, blockchain technology, prophetical activity analytics, data-driven selling, crowd funding, digital currencies, ePayments.

Название: Cases on Modern Computer Systems in Aviation
Автор: Tetiana Shmelova, Yuliya Sikirda
Издательство: IGI Global
Год: 2019
Формат: PDF
Размер: 29 Мб
Язык: английский / English

Because trainees need to learn about the underlying technologies to use automation safely and efficiently, the development of automated aviation systems training is a growing challenge. Task analysis has been singled out as the basis of the training, but it can be more time-consuming than traditional development techniques.

Название: Краткое практическое руководство разработчика по языку PL/SQL
Автор: Власов А.И., Лыткин С.Л., Яковлев В.Л.
Издательство: М.: Машиностроение
Год: 2000
Формат: pdf
Страниц: 64
Размер: 21 mb
Язык: Русский

В руководстве приведены краткие сведения о теории реляционных баз данных, практическая методика создания, эксплуатации и администрирования информационных систем на основе СУБД Oracle версий 7.x, 8.x.Рассмотрены основные элементы языка PL/SQL и словаря данных СУБД Oracle. Основные принципы работы с синтаксическими конструкциями языка и элементами словаря данных проиллюстрированы на конкретных практических примерах. Руководство рассчитано на разработчиков прикладных информационных систем под СУБД Oracle, студентов, аспирантов и преподавателей, специализирующихся в разработке информационных систем и баз данных.

Название: The Mathematical Corporation: Where Machine Intelligence and Human Ingenuity Achieve the Impossible
Автор: Josh Sullivan, Angela Zutavern
Издательство: PublicAffairs
ISBN: 1610397886
Год: 2017
Страниц: 304
Язык: английский
Формат: epub
Размер: 14.2 MB

The most powerful weapon in business today is the alliance between the mathematical smarts of machines and the imaginative human intellect of great leaders. Together they make the mathematical corporation, the business model of the future. We are at a once-in-a-decade breaking point similar to the quality revolution of the 1980s and the dawn of the internet age in the 1990s: leaders must transform how they run their organizations, or competitors will bring them crashing to earth--often overnight. Mathematical corporations--the organizations that will master the future--will outcompete high-flying rivals by merging the best of human ingenuity with machine intelligence. While smart machines are weapon number one for organizations, leaders are still the drivers of breakthroughs. Only they can ask crucial questions to capitalize on business opportunities newly discovered in oceans of data.

Название: Data Visualization and Statistical Literacy for Open and Big Data
Автор: Theodosia Prodromou
Издательство: IGI Global
Серия: Advances in Data Mining and Database Management
ISBN: 1522525122
Год: 2017
Страниц: 386
Язык: английский
Формат: True PDF
Размер: 28.3 MB

Data visualization has emerged as a serious scholarly topic, and a wide range of tools have recently been developed at an accelerated pace to aid in this research area. Examining different ways of analyzing big data can result in increased efficiency for many corporations and organizations.
Data Visualization and Statistical Literacy for Open and Big Data highlights methodological developments in the way that data analytics is both learned and taught. Featuring extensive coverage on emerging relevant topics such as data complexity, statistics education, and curriculum development, this publication is geared toward teachers, academicians, students, engineers, professionals, and researchers that are interested in expanding their knowledge of data examination and analysis.

Название: Статистика. Автоматизация обработки информации
Автор(ы): Черткова Е.А.
Издательство: Юрайт
Год: 2019
Страниц: 196
Формат: PDF
Размер: 22 Мб
Язык: русский

В учебном пособии представлен обзор современных средств компьютерной обработки статистической информации. Описаны методы формирования исходной информации для компьютерной обработки данных.

Название: Big Data Analytics: A Social Network Approach
Автор: Mrutyunjaya Panda, Ajith Abraham
Издательство: CRC Press
ISBN: 1138082163
Год: 2018
Страниц: 323
Язык: английский
Формат: pdf (true)
Размер: 11.3 MB

Social networking has increased drastically in recent years, resulting in an increased amount of data being created daily. Furthermore, diversity of issues and complexity of the social networks pose a challenge in social network mining. Traditional algorithm software cannot deal with such complex and vast amounts of data, necessitating the development of novel analytic approaches and tools. This reference work deals with social network aspects ofbig data analytics. It covers theory, practices and challenges in social networking. The book spans numerous disciplines like neural networking, deep learning, artificial intelligence, visualization, e-learning in higher education, e-healthcare, security and intrusion detection.

Название: Understanding GIS: An ArcGIS Pro Project Workbook, 4th Edition
Автор: David Smith, Nathan Strout
Издательство: Esri Press
Год: 2018
Формат: PDF
Размер: 46 Мб
Язык: английский / English

The first single-project GIS textbook on the market, Understanding GIS: An ArcGIS Pro Project Workbook, fourth edition is an excellent resource for students and educators seeking a guide for an advanced, single-project-based course that incorporates GIS across a wide range of disciplines. It allows readers to progress through nine lessons using ArcGIS Pro software from Esri to find the best location for a new park along the Los Angeles River in Southern California. Each exercise offers step-by-step instructions, graphics to confirm exercise results, and explanations of key concepts. The book includes access to ArcGIS Desktop software, which includes ArcGIS Pro. Project data (real data, all of it updated) is downloadable from the book's resource web page.