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| Semester | fall semester 2021 |
| Course frequency | Every fall sem. |
| Lecturers |
Ivan Dokmanić (ivan.dokmanic@unibas.ch)
Volker Roth (volker.roth@unibas.ch, Assessor) |
| Content | This course provides an overview of scientific computing, with special emphasis on optimization, modeling and signal processing. |
| Learning objectives | Students will review important concepts of (numerical) linear algebra and apply different optimization methods to real-world problems in scientific computing. After successful completion, students will be able to... - understand and select different numerical methods for solving systems of equations - solve regression and classification problems - understand and solve linear programming problems - select appropriate optimization methods for string- and image alignment problems as well as tree-fitting problems - implement these optimization methods in Python |
| Bibliography | Will be announced |
| Weblink | Link zur Kurswebseite |
| Admission requirements | You should have successfully completed introductory math courses like "Mathematische Methoden I + II" and programming courses like the "Programmier-Projekt". |
| Language of instruction | English |
| Use of digital media | No specific media used |
| Course auditors welcome |
| Interval | Weekday | Time | Room |
|---|---|---|---|
| wöchentlich | Monday | 10.15-12.00 | - Online Präsenz - |
| wöchentlich | Tuesday | 10.15-12.00 | - Online Präsenz - |
| Date | Time | Room |
|---|---|---|
| Tuesday 21.09.2021 | 10.15-12.00 | --, -- |
| Monday 27.09.2021 | 10.15-12.00 | --, -- |
| Tuesday 28.09.2021 | 10.15-12.00 | --, -- |
| Monday 04.10.2021 | 10.15-12.00 | --, -- |
| Tuesday 05.10.2021 | 10.15-12.00 | --, -- |
| Monday 11.10.2021 | 10.15-12.00 | --, -- |
| Tuesday 12.10.2021 | 10.15-12.00 | --, -- |
| Monday 18.10.2021 | 10.15-12.00 | --, -- |
| Tuesday 19.10.2021 | 10.15-12.00 | --, -- |
| Monday 25.10.2021 | 10.15-12.00 | --, -- |
| Tuesday 26.10.2021 | 10.15-12.00 | --, -- |
| Monday 01.11.2021 | 10.15-12.00 | --, -- |
| Tuesday 02.11.2021 | 10.15-12.00 | --, -- |
| Monday 08.11.2021 | 10.15-12.00 | --, -- |
| Tuesday 09.11.2021 | 10.15-12.00 | --, -- |
| Monday 15.11.2021 | 10.15-12.00 | --, -- |
| Tuesday 16.11.2021 | 10.15-12.00 | --, -- |
| Monday 22.11.2021 | 10.15-12.00 | --, -- |
| Tuesday 23.11.2021 | 10.15-12.00 | --, -- |
| Monday 29.11.2021 | 10.15-12.00 | --, -- |
| Tuesday 30.11.2021 | 10.15-12.00 | --, -- |
| Monday 06.12.2021 | 10.15-12.00 | --, -- |
| Tuesday 07.12.2021 | 10.15-12.00 | --, -- |
| Monday 13.12.2021 | 10.15-12.00 | --, -- |
| Tuesday 14.12.2021 | 10.15-12.00 | --, -- |
| Monday 20.12.2021 | 10.15-12.00 | --, -- |
| Tuesday 21.12.2021 | 10.15-12.00 | --, -- |
| Modules |
Modul: Mathematical Foundations of Computer Science (Bachelor's degree subject: Computer Science) Module: Computational Sciences II (Bachelor's Studies: Computational Sciences) Module: Mathematical Foundations of Computer Science (Bachelor's Studies: Computer Science) (Pflicht) |
| Assessment format | main lecture exam |
| Assessment details | Written exam. Please see: https://philnat.unibas.ch/de/examen Working on the exercises and coming to the regular group sessions is not mandatory, but warmly recommended to all students who want to prepare themselves well for the exam. Expected Date: 20 January 2022, 9-11 a.m., Biozentrum Neubau, Maurice E. Müller Saal und U1.101. |
| Assessment registration/deregistration | Reg.: in 'course reg.'; dereg.: Dean of Std. Off. in writing |
| Repeat examination | one repetition, best attempt counts |
| Scale | 1-6 0,5 |
| Repeated registration | no repetition |
| Responsible faculty | Faculty of Science, studiendekanat-philnat@unibas.ch |
| Offered by | Fachbereich Informatik |