Big Data Numerus Clausus

Big Data Programs in Germany with Admission Restriction - Numerus Clausus/NC (2026/27)

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Big Data programs in Germany prepare international students to transform massive, complex datasets into actionable insights at a time when global data volumes are projected to reach 175 zettabytes by 2025. Offered at top institutions such as the Technical University of Berlin, the University of Hildesheim, and the Frankfurt School of Finance & Management, these English-taught degrees combine computer science, statistics, and business analytics with extensive industry collaboration. Students gain hands-on experience through real-world projects—building predictive maintenance systems for Volkswagen, optimizing telecom networks with Deutsche Telekom, or designing customer analytics models for Lufthansa—while mastering tools such as Apache Spark, Hadoop, NoSQL databases, and leading cloud platforms (AWS, Azure, Google Cloud).

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Most Selective Big Data 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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Top 2 Most Selective Big Data Programs (based on Numerus Clausus)

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Big Data in Germany: All Admission-Restricted Programs

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+ Data Science+ Applied Data Science+ Data Analytics+ Applied Artificial Intelligence+ Applied Mathematics and Data Science
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Big Data 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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