Analysis and Processing of Air Traffic Data
| Type of study | Follow-up Master |
|---|---|
| Language of instruction | Czech |
| Code | 342-6523/01 |
| Abbreviation | AZDLP |
| Course title | Analysis and Processing of Air Traffic Data |
| Credits | 5 |
| Coordinating department | Institute of Transport |
| Course coordinator | doc. Ing. Michal Dorda, Ph.D. |
Subject syllabus
1. Introduction to Aviation Data – Types of Data, Data Sources.
2. Data Formats and Working with Them.
3. Data Preparation – Missing Values, Duplicates, Data Quality Control.
4. Basic Statistical Data Analysis.
5. Data Visualization.
6. Air Traffic Data.
7. Meteorological data.
8. Air traffic control data.
9. Introduction to predictive models.
10. Big Data in aviation.
11. Current trends.
12. Lecture by an industry expert.
13. Presentations of student projects.
2. Data Formats and Working with Them.
3. Data Preparation – Missing Values, Duplicates, Data Quality Control.
4. Basic Statistical Data Analysis.
5. Data Visualization.
6. Air Traffic Data.
7. Meteorological data.
8. Air traffic control data.
9. Introduction to predictive models.
10. Big Data in aviation.
11. Current trends.
12. Lecture by an industry expert.
13. Presentations of student projects.
E-learning
lms.vsb.cz
Literature
METCALFE, Andrew V.; GREEN, David; GREENFIELD, Tony; MANSOR, Mahayaudin; SMITH, Andrew et al. Statistics in engineering with examples in MATLAB and R. Second edition. Chapman & Hall/CRC texts in statistical science series. Boca Raton: CRC Press, Taylor & Francis Group, [2019]. ISBN 978-0-367-57062-0.
Advised literature
ROTONDI, Alberto; PEDRONI, Paolo a PIEVATOLO, Antonio. Probability, statistics and simulation: with application programs written in R. Unitext. La Matematica per il 3+2, Volume 139. Cham, Switzerland: Springer, [2022]. ISBN 978-3-031-09428-6.