The purpose of this article is to present the concepts of modeling learning pathways resulting mainly from the rapidly changing application area of Business Informatics. The authors discussed in detail two concepts of learning pathways, which are based on modular and personalized learning programs. The potential benefits, risks as well as selected research problems were identified. The subject of article corresponds to a certain extent to the planned changes in the offer of Computer Science curriculum. This field of study is led by the Department of Computer Science in Economics from the University of Łódź.