EDUCATIONAL PROGRAM OF THE MICROQUALIFICATION “STATISTICS ESSENTIALS”

Passport of the educational program

Field of education: Information and communication technologies
Field of study: Information and communication technologies
Group of educational programs: Information technologies
License number for the direction of training: KZ67LAA00019559
Amount of credits: 9
Registration number: MCCE-2022/0002
Registration date: 10.07.2022
Languages of instruction: Russian, English
Partner Organization: Kazakhtelecom JSC Corporate University

Brief description of the microqualification educational program

The main direction of the EP:
The program is aimed at training specialists in modeling production processes based on mathematical statistics and data analysis, who have solid fundamental knowledge of mathematics and applied methods based on computational technologies.

The purpose of the microqualification EP is
Formation of students’ skills in the correct application of mathematical statistics methods to various applied tasks, as well as providing students with a full-fledged set of statistical knowledge necessary for the successful application of a powerful statistical analysis tool.

Tasks of microqualification EP:
– to form a holistic understanding of the principles of mathematical statistics and analysis among students;
– to instill the skills of conscious and rational use of modern software tools in professional activities to solve specific tasks.

GENERATED LEARNING OUTCOMES

RO 1. Know the methods of analysis, systematization, presentation and generalization of data by applying a set of methods in solving specific tasks;
RO 2. Use statistical methods to solve specific problems;
RO 3. Be able to competently and correctly prepare data for statistical analysis;
RO 4. Have the skills to choose and use methods of statistical processing
and data analysis;
RO 5. Possess technologies of analysis and statistical data processing using MS Excel and Wolfram Mathematica application software packages.

INFORMATION ABOUT DISCIPLINES

Name of the discipline Brief description of the discipline Amount of credits Amount of acad.hours Formed competencies (codes)
1. Mathematical statistics The discipline is aimed at teaching the study of the laws of random phenomena and their properties, and use them for data analysis. As a result of studying this discipline, students will know the basic concepts of probability theory and mathematical statistics and their properties, as well as be able to use probabilistic models when solving problems, work with random variables, calculate sample characteristics, evaluate the reliability of statistical data. 4 120 ПК1, ПК2, ПК5
2. Statistics for data analysis The discipline is aimed at studying data analysis methods for quantitative assessment of the socio-economic situation at the micro, macro and global levels; conducting statistical analysis. 4 120 ПК3, ПК4, ПК5
3. Final certification The purpose of the final certification of the student is to evaluate the results of training and professional competencies achieved upon completion of the study of the educational program of microqualification 1 30