Обработка данных

В третьей части лекций рассмотрены вопросы управления транзакциями (транзакции и целостность базы данных, транзакции и параллелизм, различные методы управления транзакциями в СУБД), современные р…

This book provides comprehensive coverage of 3D vision systems, from vision models and state-of-the-art algorithms to their hardware architectures for implementation on DSPs, FPGA and ASIC chips,…

A practical guide to selecting and applying the most appropriate model for analysis of cross section data using EViews. «This book is a reflection of the vast experience and knowledge of the auth…

The book is not an exposition on digital signal processing (DSP) but rather a treatise on digital filters. The material and coverage is comprehensive, presented in a consistent that first develop…

Noise and Vibration Analysis is a complete and practical guide that combines both signal processing and modal analysis theory with their practical application in noise and vibration analysis. It …

Batch Effects and Noise in Microarray Experiments: Sources and Solutions looks at the issue of technical noise and batch effects in microarray studies and illustrates how to alleviate such factor…

Материал первой части учебного пособия составляет основу для базового курса и содержит краткий обзор требований и критериев оценки СУБД и баз данных, теоретическую реляционную модель данных, осно…

Digital signal processing plays a central role in the development of modern communication and information processing systems. The theory and application of signal processing is concerned with the…

Рассмотрены основные методы и алгоритмы анализа данных для веб-разработки и маркетинга, в том числе методы декомпозиции, визуализации, функционально-стоимостного анализа, эконометрический метод и…

Книга посвящена первичной обработке данных (Data Wrangling) на Python и оценке их качества (Data Quality). Материал содержит основополагающие концепции, экспертные советы и ресурсы, необходимые д…

Data mining is the process of automatically searching large volumes of data for models and patterns using computational techniques from statistics, machine learning and information theory; it is …

В учебном пособии рассматриваются вопросы организации больших данных. Изложены принципы проектирования NoSQL баз данных. Даются характеристики различных систем управления базами данных. Материал …

A visual approach to data mining. Data mining has been defined as the search for useful and previously unknown patterns in large datasets, yet when faced with the task of mining a large dataset, …

Книга посвящена парадигме DOP (дата-ориентированному программированию), являющейся расширением философии объектно-ориентированного программирования. Предлагается новый взгляд на формирование стру…

In an increasingly digital economy, mastering the quality of data is an increasingly vital yet still, in most organizations, a considerable task. The necessity of better governance and reinforcem…

Provides timely applications, modifications, and extensions of experimental designs for a variety of disciplines Design and Analysis of Experiments, Volume 3: Special Designs and Applications con…

A complete guide to cutting-edge techniques and best practices for applying covariance analysis methods The Second Edition of Analysis of Covariance and Alternatives sheds new light on its topic,…

This book explores the many provocative questions concerning the fundamentals of data analysis. It is based on the time-tested experience of one of the gurus of the subject matter. Why should one…

Statistical science’s first coordinated manual of methods for analyzing ordered categorical data, now fully revised and updated, continues to present applications and case studies in fields as di…

This book provides a broad, mature, and systematic introduction to current financial econometric models and their applications to modeling and prediction of financial time series data. It utilize…