Allgemeine Informationen
| Veranstaltungsname | Vorlesung: Introduction to Biomedical Systems Modeling and Data Science |
| Veranstaltungsnummer | INF-0516 |
| Semester | WS 2024/25 |
| Aktuelle Anzahl der Teilnehmenden | 4 |
| Heimat-Einrichtung | Lehrstuhl für Modellierung und Simulation biologischer Prozesse - Prof. Dr. Andreas Raue |
| Veranstaltungstyp | Vorlesung in der Kategorie Lehre |
| Nächster Termin | Mittwoch, 23.10.2024 08:15 - 09:45, Ort: (Seminarraum 1055-N)
Der Termin am Mittwoch, 16.10.2024 08:15 - 09:45, Ort: (Seminarraum 1055-N) findet nicht statt.
Kommentar: Due to an unforeseen conflict (the presenters desk and VC system will be replaced in 1055-N) we will have to cancel the first meeting. We will start the lecture the following week and slightly adjust the content, but it will not be to the disadvantage of |
| Voraussetzungen | For the computer practice, the plan is to mainly use Python and Jupyter Notebooks. Knowledge of standard packages (such as numpy, scipy, scikit-learn, pandas, matplotlib, etc.) and the creation of virtual environments (conda) would be ideal but can also be developed during the course. In principle, participants can also use other programming languages to complete the tasks (e.g., R), but no “hands-on” support can be provided for those. |
| Veranstaltung findet in Präsenz statt / hat Präsenz-Bestandteile | Ja |
| Hauptunterrichtssprache | englisch |
| Weitere Unterrichtssprache(n) | deutsch |
| Literaturhinweise |
For further reading, not a blueprint for this lecture! - "Introduction to Machine Learning" by Ethem Alpaydin - "Machine Learning" by Tom M. Mitchell - "Introduction to System Biology" by Edda Klipp - "A First Course in Systems Biology" by Eberhard O. Voit |
| ECTS-Punkte | 5 |
