392247 Modern Data Analysis (Ü) (WiSe 2019/2020)
Contents, comment
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In der Vorlesung werden einige neue Datenanalysetools vorgestellt, die im Gegensatz zu klassischen Verfahren auf wenigen Annahmen über die Daten beruhen. Ein schwerpunkt liegt auf Methoden für komplexe Datenstrukturen. Behandelt werden unter anderem folgende Themen:
- spärliche Repräsentation von Daten
- moderne Regressionsverfahren
- Core Methoden
- Featureextraktion und Metriklernen
- Ausreissererkennung
- moderne Zeitreihenverarbeitung
- Integration funktioneller Abhängigkeiten der Daten
- Anwendungen etwa in der Biomedizin
Requirements for participation, required level
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Grundkenntnisse im Bereich Algorithmen und Datenstrukturen sowie Mathematik werden empfohlen
Teaching staff
Dates ( Calendar view )
| Frequency | Weekday | Time | Format / Place | Period |
|---|
Subject assignments
| Module | Course | Requirements | |
|---|---|---|---|
| 39-M-Inf-ADA Advanced Data Analysis | Modern Data Analysis | Student information |
The binding module descriptions contain further information, including specifications on the "types of assignments" students need to complete. In cases where a module description mentions more than one kind of assignment, the respective member of the teaching staff will decide which task(s) they assign the students.
Erfolgreiches Bearbeiten der Übungen (2LP) sowie mündliche Prüfung (3LP)
- Registered number: 36
- This is the number of students having stored the course in their timetable. In brackets, you see the number of users registered via guest accounts.
- Address:
- WS2019_392247@ekvv.uni-bielefeld.de
- This address can be used by teaching staff, their secretary's offices as well as the individuals in charge of course data maintenance to send emails to the course participants. IMPORTANT: All sent emails must be activated. Wait for the activation email and follow the instructions given there.
- If the reference number is used for several courses in the course of the semester, use the following alternative address to reach the participants of exactly this: VST_178523024@ekvv.uni-bielefeld.de
- Coverage:
- 11 Students to be reached directly via email
- Notes:
- Additional notes on the electronic mailing lists
- Last update basic details/teaching staff:
- Tuesday, June 18, 2019
- Last update times:
- Monday, September 9, 2019
- Last update rooms:
- Monday, September 9, 2019
- Type(s) / SWS (hours per week per semester)
- exercise (Ü) / 2
- Department
- Faculty of Technology
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- https://ekvv.uni-bielefeld.de/kvv_publ/publ/vd?id=178523024
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- ID
- 178523024