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25661-01 - Vorlesung mit Übungen: E2: Quantitative Reasoning with Biological Data (6 KP)
| Semester | Herbstsemester 2010 |
| Angebotsmuster | Jedes Herbstsemester |
| Dozierende | Erik van Nimwegen (erik.vannimwegen@unibas.ch, BeurteilerIn) |
| Inhalt | In computational biology one typically has to deal with large biological data sets that are noisy and of very heterogeneous quality. In addition our knowledge of the biological systems is always highly incomplete and rife with uncertainties. The lecture series will present a general mathematical formalism called 'probability theory as extended logic' for 'reasoning' with incomplete and noisy data. This formalism unites methodologies from Bayesian statistics, statistical inference, and learning theory, information theory, and statistical mechanical theory. The theoretical exposition will be accompanied by detailed examples of realistic applications. The applications will include both general problems of interest to natural scientists as well as specific applications from current research in computational biology. The acquired knowledge is deepened with practical exercises that should be done at home, and are discussed in the exercises session. |
| Weblink | http://www.biozentrum.unibas.ch/lectures |
| Teilnahmevoraussetzungen | Knowledge of advanced calculus and linear algebra. Exercises require work on the computer and some experience with programming is highly beneficial. |
| Unterrichtssprache | Englisch |
| Einsatz digitaler Medien | Online-Angebot fakultativ |
| Intervall | Wochentag | Zeit | Raum |
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Keine Einzeltermine verfügbar, bitte informieren Sie sich direkt bei den Dozierenden.
| Module |
Cycle E: Computational and Systems Biology (Promotionsfach: Biochemie) Cycle E: Computational and Systems Biology (Promotionsfach: Biophysik) Cycle E: Computational and Systems Biology (Promotionsfach: Genetik) Cycle E: Computational and Systems Biology (Promotionsfach: Mikrobiologie) Cycle E: Computational and Systems Biology (Promotionsfach: Zellbiologie) Cycle E: Computational and Systems Biology (Promotionsfach: Pharmakologie) Cycle E: Computational and Systems Biology (Promotionsfach: Neurobiologie) Cycle E: Computational and Systems Biology (Promotionsfach: Bioinformatik) Cycle E: Computational and Systems Biology (Promotionsfach: Strukturbiologie) Cycle E: Computational and Systems Biology (Master Molekularbiologie) Modul Vertiefungsfach Molekularbiologie (Master Nanowissenschaften) |
| Prüfung | Lehrveranst.-begleitend |
| Hinweise zur Prüfung | Overall achievements (pass/fail) will be based on performance in the exercises. |
| An-/Abmeldung zur Prüfung | Anmelden: Belegen; Abmelden: Dozierende |
| Wiederholungsprüfung | keine Wiederholungsprüfung |
| Skala | Pass / Fail |
| Belegen bei Nichtbestehen | beliebig wiederholbar |
| Zuständige Fakultät | Philosophisch-Naturwissenschaftliche Fakultät, studiendekanat-philnat@unibas.ch |
| Anbietende Organisationseinheit | Departement Biozentrum |