Data Science Bachelor programs with NC

Data Science Bachelor Programs in Germany with Admission Restriction — Numerus Clausus/NC (2026/27)

Germany is a top destination for international students pursuing Data Science, placing them at the forefront of Europe’s digital transformation in one of the world’s most data-driven economies. Universities offer English-taught programs that combine strong theoretical foundations in mathematics, statistics, and machine learning with practical training in Python, R, cloud computing, and deep learning frameworks, often in collaboration with industry leaders such as SAP, BMW, and Deutsche Bank. Students gain hands-on experience through access to real-world datasets, cutting-edge computing facilities, and opportunities in Berlin’s thriving startup ecosystem or Munich’s renowned AI research clusters.

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Most Selective Data Science Bachelor Programs

For degree courses with a numerus clausus, part of the study places are allocated according to the grade point average (GPA) of the previous degree. Selection is generally based on how many applicants apply for a place. The higher the grade, the more difficult it is to get onto the course. The German grading system ranges from 1.0 (very good) to 6.0 (unsatisfactory).

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Data Science Germany: All Admission-Restricted Bachelor Programs

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Data Science Bachelor with NC: Glossary

Numerus Clausus (NC)
This Latin term means “limited number” and indicates that a program has restricted admission. In other words, not all applicants can be accepted, so selection is usually based on grades or other criteria when demand exceeds available spots.
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