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| Semester | fall semester 2024 |
| Course frequency | Every fall sem. |
| Lecturers | 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 as well as ordinary differential equations - 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 | Biozentrum, Hörsaal U1.141 |
| wöchentlich | Tuesday | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Date | Time | Room |
|---|---|---|
| Monday 16.09.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 17.09.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Monday 23.09.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 24.09.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Monday 30.09.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 01.10.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Monday 07.10.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 08.10.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Monday 14.10.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 15.10.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Monday 21.10.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 22.10.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Monday 28.10.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 29.10.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Monday 04.11.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 05.11.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Monday 11.11.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 12.11.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Monday 18.11.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 19.11.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Monday 25.11.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 26.11.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Monday 02.12.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 03.12.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Monday 09.12.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 10.12.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Monday 16.12.2024 | 10.15-12.00 | Biozentrum, Hörsaal U1.141 |
| Tuesday 17.12.2024 | 10.15-12.00 | Vesalianum, Kleiner Hörsaal (O1.13) |
| Modules |
Modul: Computational Methods (Bachelor's Studies: Computational Sciences) Modul: Computational Methods (Bachelor's Studies: Computational Sciences) Modul: Computational Methods (Bachelor's Studies: Computational Sciences) Modul: Computational Methods (Bachelor's Studies: Computational Sciences) Modul: Computational Methods (Bachelor's Studies: Computational Sciences) Module: Computational Sciences II (Bachelor's Studies: Computational Sciences (Start of studies before 01.08.2023)) Module: Mathematical Foundations of Computer Science (Bachelor's Studies: Computer Science) Module: Mathematical Foundations of Computer Science (Bachelor's degree subject: Computer Science) |
| 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: Thursday, January 18, 2024, 8-10 a.m. |
| 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 |