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Mathematical Foundations of Machine Learning

Course 0000001252 in SS 2018

General Data

Course Type lecture
Semester Weekly Hours 2 SWS
Organisational Unit Research Department Mathematics Centre
Lecturers Michael Marc Wolf
Dates Wed, 12:15–13:45, LMU-HS

Assignment to Modules

Further Information

Courses are together with exams the building blocks for modules. Please keep in mind that information on the contents, learning outcomes and, especially examination conditions are given on the module level only – see section "Assignment to Modules" above.

additional remarks The course will provide an introduction to the mathematical foundations of learning theory, neural networks, support vector machines and kernel methods.
Links Course documents
TUMonline entry

Equivalent Courses (e. g. in other semesters)

SemesterTitleLecturersDates
SS 2021 Mathematical Foundations of Machine Learning Hasenöhrl, M. Wolf, M. Mon, 10:15–11:45, virtuell
SS 2020 Mathematical Foundations of Machine Learning Caro, M. Wolf, M. Mon, 10:15–11:45, virtuell
SS 2016 Mathematical Foundations of Machine Learning Wolf, M.
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