Methods and algorithms of data processing

2020 ◽  
Author(s):  
Anatoliy Grigor'ev ◽  
Evgeniy Isaev

The tutorial deals with selected methods and algorithms of data processing, the sequence of solving problems of processing and analysis of data to create models behavior of the object taking into account all the components of its mathematical model. Describes the types of technological methods for the use of software and hardware for solving problems in this area. The algorithms of distributions, regressions vremenny series, transform them with the aim of obtaining mathematical models and prediction of the behavior information and economic systems (objects). The second edition is supplemented by materials that are in demand by researchers in the part of the correct use of clustering algorithms. Are elements of the classification algorithms to identify their capabilities, strengths and weaknesses. Are the procedures of justification and verify the adequacy of the results of the cluster analysis, conducted a comparison and evaluation of different clustering techniques, given information about visualization of multidimensional data and examples of practical application of clustering algorithms. Meets the requirements of Federal state educational standards of higher education of the last generation. For students of economic specialties, specialists, and graduate students.

2017 ◽  
Author(s):  
Anatoliy Grigorev

In this manual some methods and algorithms of data processing, the sequence of the solution of problems of processing and the analysis of data for creation of behavior model of an object taking into account all a component of his mathematical model are considered. Types of technological methods of use of software and hardware for the solution of tasks in this area are described. Algorithms of distributions, regressions of temporary ranks, their transformation for the purpose of receiving mathematical models and the forecast of behavior of information and economic systems (objects) are considered. Conforms to requirements of the Federal state educational standard of the higher education of the last generation. For students of economic specialties, experts, graduate students.


2021 ◽  
Author(s):  
Yuriy Gus'kov ◽  
Tat'yana Gus'kova

The textbook presents in a systematic form the main content of the eponymous academic discipline, which is based on the results of the work of foreign and domestic specialists in the field of management of socio-economic systems, as well as the authors ' own research. The specifics of the activities of future specialists in the field of management, who carry out management in the conditions of modern Russia, are taken into account. Meets the requirements of the federal state educational standards of higher education of the latest generation. It is developed in accordance with the working programs of the discipline and is intended for students studying in the areas of training 38.03.01 "Economics" and 38.03.04 "State and Municipal Management", as well as for undergraduates, postgraduates and teachers.


2021 ◽  
Vol 14 (33) ◽  
pp. e16757
Author(s):  
Marina A. Khudyakova ◽  
Irina N. Vlasova ◽  
Larisa V. Selkina ◽  
Anna V. Hudyakova ◽  
Svetlana V. Shustova

The article examines the formation of information skills as an integral part of the student's functional literacy in conformity with both international and Russian studies. Its conclusions are based both on the analysis of these studies (the content of tasks, the results of diagnosis) and on specific features of federal educational standards and educational and methodological publications concerned with the development of information skills. In the course of the research, the authors have revealed that the formation of information skills in students is influenced not so much by the choice of textbooks but by the teacher's work, use of techniques, means and methods of organizing the activities aimed at mastering all the skills listed in federal state educational standards in relation to data processing. The conditions influencing the achievement of the planned results in mastering the educational program related to the search and transformation of information as an integral part of the functional literacy of schoolchildren are as follows: work with continuous and non-continuous texts.


2021 ◽  
Author(s):  
Ekaterina Orlova

The textbook presents the methodology of a comprehensive econometric approach to the analysis, modeling and forecasting of multi-level economic systems, which includes the construction and analysis of econometric models, the study of the possibility of their practical application to identify and justify economic patterns, forecasting the consequences of management decisions. Meets the requirements of the federal state educational standards of higher education of the latest generation. It is intended for bachelors, undergraduates and postgraduates of economic fields. It will also be useful for anyone who is engaged in data processing based on econometric methods and computer technologies.


Author(s):  
Vera I. Toktarova ◽  
◽  
Svetlana N. Fedorova ◽  
Marina A. Mokoseeva ◽  
Nikolai V. Kuzmin ◽  
...  

2017 ◽  
Vol 21 (6) ◽  
pp. 44-50 ◽  
Author(s):  
E. I. Anikina ◽  
A. S. Babkov ◽  
A. V. Malyshev

Russian Federal State Educational Standards of 3+ generation impose serious requirements to resource support of educational and training process, including electronic information-educational environment of the University. In the Southwest State University (SWSU), a unified multimedia information and educational environment based on Internet-broadband access technologies was created; it successfully operates and keeps developing. The main concept of this environment construction is the idea of integrating data, applications, and business processes. SWSU Electronic information-educational environment (EIEE) is designed to provide information transparency of the University activities in accordance with the requirements of the current legislation of the Russian Federation in the sphere of education, to organize educational activities of the University and to ensure access of students and research and academic-staff of the University to information and educational resources. The main components of SWSU EIEE are: the actors of the education and training process (teachers, students, etc.), external digital library systems, internal automated information library system, “SWSU academic courses” subsystem, “Southwest State University Web portal” subsystem, and the official web site of the Southwest State University. “Southwest State University Web portal" subsystem makes it possible to automate traditional basic functions of Dean's office of the University, such as managing student conduct systems for students of Bachelor and Master Degree Programs of full-time and correspondence forms of training; recording and statistical processing of the data on students’ progress; recording students’ achievements; managing Dean's office workflow. As prescribed in Federal State Educational Standards of 3+ generation, Portal Modules are used to record the results of formative and summative assessment of students in accordance with SWSU current score rating system for learning outcomes.


2021 ◽  
Author(s):  
Nikolay Sal'kov

In the textbook, in addition to the geometric design of surfaces, the elements of analytical and parametric geometries are proposed that contribute to the design and bring the result to a higher level of knowledge, as well as a frame method for designing surfaces. Meets the requirements of the federal state educational standards of higher education of the latest generation. For students of the specialties "Architect" and " Designer of the architectural environment "(qualifications "bachelor", "specialist", "master"). It may be useful for students of other fields of study.


2021 ◽  
Author(s):  
Elena Burdenko ◽  
Elena Bykasova ◽  
Oksana Kovaleva

The textbook deals with the problems of conducting foreign economic activity from the point of view of taxation, accounting, analysis, audit, application of Russian and international legislation regulating this type of activity. All theoretical provisions are analyzed on the example of practical situations that arise in real practice. The presented theoretical material and practical situations are designed to help master the conduct of foreign economic activity. The textbook contains diagrams, tables of typical operations, sample documents, verification tests on each topic, practical tasks and applications of the necessary documents for a more complete development of the discipline. Meets the requirements of the federal state educational standards of higher education of the latest generation. For bachelors, undergraduates, postgraduates studying in economic programs and studying foreign economic activity in depth, the textbook will also be useful for teachers of economic faculties of universities and practitioners.


2021 ◽  
Author(s):  
Vladimir Barinov ◽  
Dmitriy Busalov

This tutorial is not just another of the many books on a well-known topic. The main emphasis is placed on connecting many, at first glance, well-known things and helping students and managers to better understand the need and meaning of strategic management as a set of actions for the consistent development of an organization in an increasingly competitive environment. For the Russian reader, this is also important because competition in our country is only "gaining momentum", and understanding its nature is necessary both to preserve business and to achieve personal success. Meets the requirements of the federal state educational standards of higher education of the latest generation. For university students and postgraduates studying the peculiarities of enterprise management in a competitive environment, as well as for companies regardless of their size and field of activity, managers involved in the development of business development strategies.


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