Infopaket

Big Data & Database

ВБ 2.02

Вибіркова дисципліна для ОП

Second

2023/2024

3 Semester

4

- Know the methods of collecting and structuring information for research in the field of geoinformatics, photogrammetry and remote sensing, methods of digital image processing in special packages, programs and GIS. - 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

1. Successful mastering of at least one course in database management or development, basics of large data sets. 2. Have skills in programming, working with spreadsheets, databases and other data sources.

There is an acquaintance with the basics of designing data mining systems, methods of working with big data, building specific database structures (data warehouses, data showcases). The general paradigms of data science, their connection with the design of databases, their place in modern systems of decision support and data analysis are studied. Students acquire practical skills of intellectual analysis of attributive information.

1. Marchenko O.O., Rossada T.V. Actual problems of Data Mining: Navch. posib. - Kyiv. — 2017. 2. Pasichnyk, V., Reznichenko V. Orhanizatsiia baz danykh ta znan. – K.: BHV, 2006. 3. Ladychuk D., Pichura V. Bazy heoinformatsiinykh danykh. – Kherson: KhDU, 2007. 4. Intelligent data analysis: laboratory practice: I-studies. manual / O.Iu. Vinnychuk, I.S. Vinnychuk. – Chernivtsi : Chernivetskyi nats. un-t, 2014.

Lectures, practical classes, independent work

The control is carried out according to the modular rating system and includes: implementation of 2 semester practical projects (where students must demonstrate the quality of acquired knowledge and solve problems using the methods and tools outlined by the teacher), implementation of 10 independent practical works (where students must demonstrate the quality of acquired knowledge and solve tasks without limitation of tools and techniques for solving the problem) and conducting 2 written modular tests. The final assessment is conducted in the form of a written exam.

ukrainian