Data Processing Methods and their Visualization

Wyższa Szkoła Zarządzania i Bankowości - Akademia Nauk Stosowanych w Krakowie działa nieprzerwanie od 1995 roku, łącząc akademicką wiedzę z praktyką. Uczelnia kształci na kierunkach: Informatyka, Informatyka stosowana, Zarządzanie, Finanse i rachunkowość, Logistyka, Marketing cyfrowy, Przedsiębiorczość cyfrowa oraz Komunikacja i psychologia w biznesie. Programy studiów są projektowane z myślą o potrzebach współczesnej gospodarki i współpracy z otoczeniem biznesowym. W ofercie znajdują się także studia podyplomowe oraz kursy rozwijające kompetencje zawodowe. Uczelnia stawia na rozwój praktycznych umiejętności, przedsiębiorczości, innowacyjności oraz kompetencji cenionych na rynku pracy.

Learning Outcomes

The micro-credential confirms that the learner possesses knowledge and practical skills in data modeling, processing, and visualization within information systems that support enterprise management.

The learner with a micro-credential:

• understands the basic concepts and methods of data modeling in data processing systems,
• comprehends the principles of designing logical and relational database models,
• is familiar with elements of the relational and object data models and their applications,
• can design data models tailored to the needs of management support systems,
• is capable of using basic tools and SQL language to implement data models,
• can analyze and process data using IT tools (e.g., MS SQL Server, Excel),
• understands the importance of data model quality and its impact on the functioning of information systems and management processes,
• demonstrates awareness of the role of information systems and their technological evolution over time.

Estimated Workload

4 ECTS credits

Level (referenced to the Polish Qualifications Framework / European Qualifications Framework – EQF)

PRK6/EQF6

Assessment Method(s)

The micro-credential was awarded based on a positive exam result and the completion of partial assessments, which included a project, class participation, and a computer-based test. These assessments confirmed the recipient's knowledge of data modeling methods, ability to implement them, and use of IT tools such as PS IMAGO PRO in practice.

Mode of Delivery

The micro-credential certifies the completion of approximately 100 hours of educational activities and independent student work, including lectures and practical exercises in data modeling, processing, and visualization, as well as project preparation.

Quality Assurance Arrangements Underpinning the Micro-credential

The issuance of a micro-credential is based on a coherent matrix of learning outcomes (knowledge, skills, social competencies), program content, and methods of verification, in accordance with the course syllabus (practical profile).

The quality of education is ensured by clearly defined assessment criteria, systematic evaluation of student progress (project, participation, test, exam), and the ongoing updating of content and teaching methods, taking into account the development of information technology and market needs.