General information
| Course name | Lecture: Introduction to Biomedical Systems Modeling and Data Science |
| Course number | INF-0516 |
| Semester | SS 2024 |
| Current number of participants | 8 |
| Home institute | Lehrstuhl für Modellierung und Simulation biologischer Prozesse - Prof. Dr. Andreas Raue |
| Courses type | Lecture in category Teaching |
| First date | Monday, 02.09.2024 10:00 - 12:00, Room: (Seminarraum N-1055) |
| Pre-requisites | 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 | Yes |
| 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 points | 5 |
