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Mathematical Foundations of Machine Learning

Course 0000005476 in SS 2020

General Data

Course Type lecture
Semester Weekly Hours 2 SWS
Organisational Unit Research Department Mathematics Centre
Lecturers Matthias Caro
Michael Marc Wolf
Dates Mon, 10:15–11:45, virtuell

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 and neural networks. If time allows, we will also look into kernel methods.
Links Course documents
E-Learning course (e. g. Moodle)
TUMonline entry

Equivalent Courses (e. g. in other semesters)

SemesterTitleLecturersDates
SS 2018 Mathematical Foundations of Machine Learning Wolf, M. Wed, 12:15–13:45, LMU-HS
SS 2016 Mathematical Foundations of Machine Learning Wolf, M.
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