Module Number ML-4302 |
Module Title Statistical Learning Theory |
Lecture Type(s) Lecture |
---|---|---|
ECTS | 6 | |
Work load - Contact time - Self study |
Workload:
180 h Class time:
60 h / 4 SWS Self study:
120 h |
|
Duration | 1 Semester | |
Frequency | Irregular | |
Language of instruction | English | |
Type of Exam | Written exam (in case of a small number of participants: oral tests) |
|
Content | Part 1: basic results in statistical learning theory: |
|
Objectives | Students get to know the standard tools and approaches in statistical learning |
|
Allocation of credits / grading |
Type of Class
Status
SWS
Credits
Type of Exam
Exam duration
Evaluation
Calculation
of Module (%)
Lecture
V
o
2
3.0
wt
90
g
100
Tutorial
Ü
o
2
3.0
|
|
Prerequisite for participation | There are no specific prerequisites. | |
Lecturer / Other | von Luxburg | |
Literature | The literature for this lecture will be provided at the beginning of the semester. / Students need to know the contents of the basic math classes, in particular |
|
Last offered | - | |
Planned for | - | |
Assigned Study Areas | INFO-INFO, INFO-PRAK, INFO-THEO, MEDI-APPL, MEDI-INFO, ML-CS, ML-DIV |