The Data Literacy Certificate

All students at Paderborn University have the opportunity to acquire the "Data Literacy" certificate by completing certain modules. The concept of the certificate is based on the Data Literacy Charter initiated by the Stifterverband. Data literacy encompasses the ability to collect, manage, analyse and apply data in a critical manner. All courses are at Bachelor's level and can be taken by students from all faculties either via the Studium Generale or as part of the normal study plan.

The three per­spect­ives of data lit­er­acy

The ap­plic­a­tion-ori­ented per­spect­ive

What is to be done? Data and data analyses are not an end in themselves, but serve a concrete application in the real world.

The tech­nic­al-meth­od­o­lo­gic­al per­spect­ive

How can it be done? Data sources and their quality as well as the state of technical and methodological developments in the field of data analysis open up possibilities and set limits.

The so­cio-cul­tur­al per­spect­ive

What is it for? Data should be used for the benefit of individuals and society. All legal rules and ethical principles of data use (e.g. data protection, copyrights, licence issues as well as fairness, transparency, non-discrimination and accountability) must always be taken into account.

Basic information about the certificate

Below you will find all the information on the modules you need to take in order to obtain the certificate.

This module focuses on the application-oriented perspective. Business informatics deals with the design and analysis of information systems in business and society. The module provides a summarising overview of the structure and areas of application of information systems. It also provides initial technical insights (e.g. IT infrastructures, data management, IT security). Further information on the module can be found here.

Students of the Bachelor of Business Information Systems must take the module "Fundamentals of Information Management" instead. Further information on the module can be found here.

This module focuses on the technical and methodological perspective. It deals with the methods along the life cycle of a data science project, from the formulation of the problem to the collection, preparation and visualisation of the data to the recognition of patterns and trends in the data using machine learning methods (e.g. regression, classification, clustering). In addition, initial insights into the socio-cultural perspective are also provided by critically discussing ethical issues surrounding the use of data and algorithms (e.g. responsibility, fairness) in business and society.

Further information on the module can be found here.

This module focuses on the socio-cultural perspective. It discusses ethical issues surrounding the use of data and algorithms (e.g. responsibility, fairness) in business and society. The focus is on developing a sound understanding of how the opportunities and risks of new technological developments can be recognised and classified. The content focuses on central ethical theories and their application to digital issues. Topics covered include artificial intelligence, big data, algorithmic decision-making processes and their impact on the individual, society and the economy.

Further information on the module can be found here.

Ausstellung des Data Literacy Zertifikats

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