Infopaket

Data Mining & Artifical Intellince

ВБ 2.03

Вибіркова дисципліна для ОП

Second

2021/2022

3 Semester

4

- Process the results of geodetic measurements, topographic and cadastral surveys, using geographic information technologies and computer software and database management systems. - Have modern technologies for data collection, processing, exchange, transformation and integration in various fields of geosciences.

Full-time form

In order to better master the educational material of the discipline, students must have knowledge and skills in the field of computer science, geophysics, Earth physics, computer technology, work with spreadsheets, databases, speak English.

The basics of data mining implementation in modern decision support systems, organization of data warehouses, implementation of operational analytical data processing (OLAP), identification of patterns in data by solving problems of clustering, classification, regression, time series forecasting, use knowledge-oriented (knowledge representation models and logical inference) and connectionist (artificial neural networks) approaches to artificial intelligence to data mining.

1. Vinnychuk O. Yu. Intellectual data analysis: laboratory. practicum: education manual Ministry of Education and Science of Ukraine, Chernivtsi. national University named after Yurii Fedkovych; edited by: Vinnychuk O.Yu., Vinnychuk I.S. – Chernivtsi: ChNU, 2014. 2. Yeremeev V.S. Sosnovsky D.O. Titova O.V. Probability theory and mathematical statistics, Study guide: Melitopol: MMD Publishing House LLC, 2009. – 188 p. 3. Sytnyk V. F. Intellectual analysis of data (data mining): Education. Guide/ V.F. Sytnyk, M.T. Krasnyuk - K: KNEU, 2007. - 376 p. 2. Chernyak O.I., Zakharchenko P.V. Intelligent data analysis, Kyiv. national University named after T. Shevchenko. — K.: Znannia, 2014. — 599 p.

Lectures, practical classes, independent work

The control is carried out according to the module-rating system and provides: performance of 7 practical works (where students have to demonstrate the quality of the acquired knowledge and solve the tasks using the methods and tools outlined by the teacher), and conducting 2 written modular tests. The final assessment is conducted in the form of a written and oral exam

ukrainian