This course belongs to the Wintersemester 2026/2027!
Dates
| weekly | Tuesday | 10:15 - 11:45 | 12.10.2026 - 29.01.2027 | C 6.316 Seminarraum |
| weekly | Thursday | 12:15 - 13:45 | 12.10.2026 - 29.01.2027 | C 6.316 Seminarraum |
Curriculum context
Assessment
Form of assessment
Written academic performance under supervision (90 Minutes)
Mode of performance
Handwritten in examination rooms at Leuphana
Examiner
personBurkhardt Funk
(responsible), personJonas Scharfenberger
Dates
Date of assessment:
Tuesday, 09.02.2027, 14:15, room C HS 4
Resit date: : Keine selbständige Anmeldung zum Wiederholungstermin möglich. info_outline
Tuesday, 23.03.2027, 10:15, room C 14.006 Seminarraum
Resit date: : Keine selbständige Anmeldung zum Wiederholungstermin möglich. info_outline
Tuesday, 23.03.2027, 10:15, room C 14.006 Seminarraum
Notices
Anzeige von Anmeldebeginn und -ende systembedingt. Selbständige Anmeldung nur zum Prüfungstermin und nicht zum Wiederholungstermin möglich.
Organizational information
Type of course
Lecture
planned way of execution
Full presence
Hours per week per semester
4
Registration process
centralized list procedure without participant limit
Maximum number of participants
30
Registration
Lottery procedure
centralized list procedure without participant limit
Time period
Registration does not begin until 02.10.2026 at 08:00. It ends on 12.10.2026 at 23:59.
Persons
Teaching staff
Content
Language of instruction
Englisch
Native Title
Learning from Data
Tags
Guest auditor program
Content and concept
The course will cover
• Theoretical foundation of statistical learning
• Learning settings and frameworks
• Linear models
• Regularization and feature selection
• Model evaluation
• Neuronal nets, SVMs and their application
Evaluation
Evaluation
This course has not been registered for teaching evaluation yet.
Further information on teaching evaluation: https://www.leuphana.de/en/teaching/quality-management/evaluation/course-evaluation.html