| Course code |
09 33 1301 00 |
| ECTS credits |
4 |
| Course title in the language of instruction |
Analiza danych |
| Course title in Polish |
Analiza danych |
| Course title in English |
Data Analysis |
| Language of instruction |
Polish |
| Course level |
first-cycle programme |
| Course coordinator |
dr Adam Depta |
| Course instructors |
dr Adam Depta, dr inż. Iwona Staniec, dr Anna Szmit, dr Jan Żółtowski |
| Delivery methods and course duration |
|
Lecture |
Tutorials |
Laboratory |
Project |
Seminar |
Other |
Total of teaching hours during semester |
| Contact hours |
15 |
15 |
30 |
|
|
0 |
60 |
| E-learning |
No |
No |
No |
No |
No |
No |
|
| Assessment criteria (weightage) |
0.30 |
0.40 |
0.30 |
|
|
0.00 |
|
|
| Course objective |
- Familiarizing students with quantitative methods of data analysis and develope the skills to use them in solving problems of engineering and management
|
| Learning outcomes |
- The student understands the basic concepts of data analysis and is able to indicate their application to the analysis of selected issues in the area of technical and management problems.
- The student is able to use known methods of data analysis to solve engineering and management problems.
- The student can use computer software to solve engineering and management problems applying appropriate methods of data analysis.
|
| Assessment methods |
For learning outcome 1 - knowledge test (exam)
For learning outcome 2 - written assessment
For learning outcome 3 - project
|
| Prerequisites |
none |
| Course content with delivery methods |
LECTURE
1. Fundamental consepts of statistics
2. Organisation of statistical research
3. Measures of structure description of the population
4. Probability and random variable.
5. Selected distributions of a discrete and continous random variable
6. The concept of statistical inference
7. Estimation of the unknown parameters in the population.
8. Verification of hypotheses, statistical hypothesis, nonparametric and parametric tests
9. Correlation analysis
10. Analysis of time series dynamics
TUTORIALS
Solving statistical problems according to the lecture content.
LABORATORY
Solving problems according to the lecture content using MSExcel sheet. Projects with own experiments. |
| Basic reference materials |
- Depta A., Białek J. Statystyka dla studentów z programem STAT_STUD 1.0 , C.H. Beck 2010.
- Staniec I. (red.) Metody ilościowe w zarządzaniu organizacją, C.H. Beck 2013.
- Ostasiewicz S., Rusnak Z., Siedlecka U. Statystyka. Elementy teorii i zadania, Wyd. UE we Wrocławiu, 2011.
|
| Other reference materials |
- Witkowska D. (red.) Statystyka w zarządzaniu AND Łódź 2004.
- Witkowska D. (red.) Zbiór zadań ze statystyki Horyzont Łódź 2004.
- Aczel A. D. Statystyka w zarządzaniu PWN Warszawa 2000.
|
| Average student workload outside classroom |
44 |
| Comments |
|
| Last update |
2019-03-06 18:52:01 |