Course code 09 33 1301 00
Number of ECTS points 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
Type of classes
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
Unit running the course Katedra Zarządzania
Course coordinator dr Adam Depta
Course instructors dr Adam Depta, dr inż. Iwona Staniec, dr Anna Szmit, dr Jan Żółtowski
Prerequisites 
none
Course learning outcomes
  1. 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.
  2. The student is able to use known methods of data analysis to solve engineering and management problems.
  3. The student can use computer software to solve engineering and management problems applying appropriate methods of data analysis.
Programme learning outcomes
    Programme content W TRAKCIE UZUPEŁNIANIA
    Assessment methods 
    For learning outcome 1 - knowledge test (exam)
For learning outcome 2 - written assessment 
For learning outcome 3 - project
    Grading policies W TRAKCIE UZUPEŁNIANIA
    Course content 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 
    1.  Depta A., Białek J. Statystyka dla studentów z programem STAT_STUD 1.0 , C.H. Beck 2010.
    2.  Staniec I. (red.) Metody ilościowe w zarządzaniu organizacją, C.H. Beck 2013.
    3.  Ostasiewicz S., Rusnak Z., Siedlecka U. Statystyka. Elementy teorii i zadania, Wyd. UE we Wrocławiu, 2011.
    Other reference materials 
    1.  Witkowska D. (red.) Statystyka w zarządzaniu AND Łódź 2004.
    2.  Witkowska D. (red.) Zbiór zadań ze statystyki Horyzont Łódź 2004.
    3.  Aczel A. D. Statystyka w zarządzaniu PWN Warszawa 2000.
    Average student workload outside classroom 
    44
    Comments 
    		
            
    
            
    
                Updated on 
                2019-03-06 18:52:01
            
    
            
    
                Archival course yes/no
                no