See them all 
Browse Study Programs
0 courses available
Machine Learning and Data Analytics Bachelor Programs in Germany with Admission Restriction — Numerus Clausus/NC (2026/27)
Machine Learning and Data Analytics Bachelor NC
Studying Machine Learning and Data Analytics as an international student prepares you to transform large datasets into predictive models and intelligent solutions across industries. The program combines statistics, linear algebra, programming (Python/R), machine learning algorithms, deep learning, data engineering, cloud platforms, and visualization with hands-on projects using real-world datasets. Germany and other leading study destinations offer strong applied research environments and partnerships with tech firms, automotive companies, and AI startups.
Show more...Studying Machine Learning and Data Analytics as an international student prepares you to transform large datasets into predictive models and intelligent solutions across industries. The program combines statistics, linear algebra, programming (Python/R), machine learning algorithms, deep learning, data engineering, cloud platforms, and visualization with hands-on projects using real-world datasets. Germany and other leading study destinations offer strong applied research environments and partnerships with tech firms, automotive companies, and AI startups. Graduates gain highly in-demand expertise for international careers in data science, machine learning engineering, AI development, business analytics, research, and digital innovation worldwide.
Show less
Most Selective Machine Learning and Data Analytics 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).
Type in your Subject, e.g., Economics Universities with the most selective Machine Learning and Data Analytics Bachelor programs
Top 5 Universities with the most selective Machine Learning and Data Analytics Bachelor programs
More info about this ranking
Share of admission-restricted programs
UniFinder 
