Course catalog

19336801

Integrative analysis and including prior knowledge for data in the life sciences

Katharina Baum

Comments

Especially in the life sciences, data of different origins are often available for a question, and researchers already have prior knowledge, for example on dynamic aspects, or on spatial or regulatory relationships between entities. This course deals with analysis methods that can combine different data and prior knowledge. For example, we discuss how to link continuous and categorical data in mixed models, but also network integration, or multi-factorial matrix multiplication. A focus topic will deal with various approaches to informed machine learning such as graph-neural networks, transfer learning or current research methods such as simulation-based pre-training. The focus here is explicitly not on the processing of images, but on tabular or other data types. This course will be offered in English.

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16 Class schedule

Regular appointments

Fri, 08:00 - 10:30 16 Class schedule

Fri, 2024-10-18 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2024-10-25 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2024-11-01 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2024-11-08 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2024-11-15 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2024-11-22 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2024-11-29 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2024-12-06 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2024-12-13 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2024-12-20 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2025-01-10 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2025-01-17 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2025-01-24 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2025-01-31 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2025-02-07 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

Fri, 2025-02-14 08:00 - 10:30

Lecturers:
Prof. Dr. Katharina Baum

Location:
T9/K 040 Multimediaraum (Takustr. 9)

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Location: T9/K 040 Multimediaraum (Takustr. 9)

Schedule: Fr 08:00-10:30

Class starts on: 2024-10-18

Course language: German

Contact hours: 2

Limited attendance: No

Attendance required: No

Relevant semester: 0

Modules where this course belongs

Information for pregnant and nursing students