Lecture: Probabilistic Machine Learning - Details

General information

Course name	Lecture: Probabilistic Machine Learning
Course number	INF-0508
Semester	SS 2024
Current number of participants	22
Home institute	Professur für intelligente Perzeption in technischen Systemen - Prof. Dr. Jörg Stückler
Courses type	Lecture in category Teaching
First date	Wednesday, 17.04.2024 10:00 - 11:30, Room: (2013 N)
Type/Form	Lecture
Veranstaltung findet in Präsenz statt / hat Präsenz-Bestandteile	Yes
Hauptunterrichtssprache	englisch
ECTS points	8

Lecturers

• Prof.Dr. Jörg-Dieter Stückler

Tutors

• Jens Kreber
• Lukas Mack

Rooms and times

(1055 N)

Wednesday: 10:00 - 11:30, weekly (11x)

(2013 N)

Wednesday: 10:00 - 11:30, weekly (2x)

Friday: 12:15 - 13:45, weekly (1x)

Friday: 14:00 - 15:30, weekly (1x)

(1054 N)

Friday: 12:15 - 13:45, weekly (13x)

Friday: 14:00 - 15:30, weekly (13x)

Fields of study

• Fakultät für Angewandte Informatik > Informatik

Module assignments

• Ingenieurinformatik M.Sc. Ingenieurinformatik, PO 2016, 16. Version (SS 2024) > M.Sc. Ingenieurinformatik - Technische Informatik und Adaptive Systeme > INF-0508 - Probabilistic Machine Learning > Probabilistic Machine Learning (Lecture)
• Medizinische Informatik M.Sc. Medizinische Informatik, 6. Version (SS 2024) > Informatik > INF-0508 - Probabilistic Machine Learning > Probabilistic Machine Learning (Lecture)
• Ingenieurinformatik M.Sc. Ingenieurinformatik, PO 2016, 16. Version (SS 2024) > M.Sc. Ingenieurinformatik - Wahlbereich Software und Systems Engineering / Technische Informatik und Adaptive Systeme > INF-0508 - Probabilistic Machine Learning > Probabilistic Machine Learning (Lecture)
• Medizinische Informatik M.Sc. Medizinische Informatik, 6. Version (SS 2024) > Wahlbereich > INF-0508 - Probabilistic Machine Learning > Probabilistic Machine Learning (Lecture)
• Informatik M.Sc. Informatik, PO 2018, 12. Version (SS 2024) > Praktische Informatik > INF-0508 - Probabilistic Machine Learning > Probabilistic Machine Learning (Lecture)
• Informatik M.Sc. Informatik, PO 2018, 12. Version (SS 2024) > Wahlbereich Informatik > INF-0508 - Probabilistic Machine Learning > Probabilistic Machine Learning (Lecture)
• Informatik und Multimedia M.Sc. Informatik und Multimedia, PO 2018, 12. Version (SS 2024) > Multimedia > INF-0508 - Probabilistic Machine Learning > Probabilistic Machine Learning (Lecture)
• Austauschstudium - FAI Austauschstudium FAI, 4. Version valid from SS 2024 > Fakultät für Angewandte Informatik - Master Level > INF-0508 - Probabilistic Machine Learning > Probabilistic Machine Learning (Lecture)
• Informatik und Multimedia M.Sc. Informatik und Multimedia, PO 2018, 12. Version (SS 2024) > Wahlbereich Informatik und Multimedia > INF-0508 - Probabilistic Machine Learning > Probabilistic Machine Learning (Lecture)

Comment/Description

The lecture teaches basic and contemporary methods for probabilistic machine learning, i.e., machine learning methods that handle uncertainty in inputs, models, and outputs. This includes inference and learning in probabilistic graphical models and also probabilistic deep learning methods.

Admission settings

The course is part of admission "Anmeldung gesperrt (global)".

The following rules apply for the admission:

• Admission locked.