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27247-01 - Lecture: Computational Biology II: Sequence Modeling and Analysis 4 CP

Semester spring semester 2020
Course frequency Every spring sem.
Lecturers Mihaela Zavolan (mihaela.zavolan@unibas.ch, Assessor)
Content This course will introduce students to fundamental problems in Bioinformatics/Computational Biology such as:
- Evolution: Mathematical models for the evolution of DNA sequences.
- Alignment and Phylogeny reconstruction: inferring evolutionary relationships between sequences.
- Functional annotation: Finding genes and regulatory sequences in fully sequenced genomes.
- Families of coding sequences: Hidden Markov models of protein domains
- Gene expression networks: Inferring regulatory factors driving gene expression.
Students should have a good understanding of calculus, linear algebra, combinatorics and algorithms and should be familiar with concepts of molecular biology.
Learning objectives Students learn about the basic problem domain of bioinformatics as well as a wide range of algorithms for sequence analysis. They will learn about the commonly used languages of bioinformatics (mostly Python) and will implement basic bioinformatics algorithms.
Weblink https://adam.unibas.ch

 

Admission requirements First year courses must be accomplished.
Mathematical background is needed in calculus, linear algrebra, diffential equations. Knowledge about discrete mathematics, stochastic processes and fundamental computer science algorithms is a plus.
Basic programming skills and basic understanding in physics, chemistry and molecular biology (cells, DNA, RNA, proteins, etc.) is necessary.
Language of instruction English
Use of digital media No specific media used

 

Interval Weekday Time Room

No dates available. Please contact the lecturer.

Modules Cycle E: Computational and Systems Biology (Master's Studies: Molecular Biology)
Module: Applications and Related Topics (Bachelor's Studies: Computer Science)
Module: Computational Biology (Bachelor's Studies: Computational Sciences (Start of studies before 01.08.2018)) (Pflicht)
Module: Computational Biology (Bachelor's Studies: Computational Sciences)
Module: Computational Chemistry (Bachelor's Studies: Computational Sciences (Start of studies before 01.08.2018))
Module: Computational Physics (Bachelor's Studies: Computational Sciences (Start of studies before 01.08.2018))
Module: Computational Sciences II (Bachelor's Studies: Computational Sciences)
Module: Computational Sciences II (Bachelor's Studies: Computational Sciences (Start of studies before 01.08.2018))
Assessment format continuous assessment
Assessment details Written exam and exercises
Exam: Thursday, May 28, 13-15h. Klingelbergstr. 61, Lounge (1301), Level E 13 (top floor)
Assessment registration/deregistration Reg.: course registration, dereg: cancel course registration
Repeat examination no repeat examination
Scale 1-6 0,5
Repeated registration as often as necessary
Responsible faculty Faculty of Science, studiendekanat-philnat@unibas.ch
Offered by Departement Biozentrum

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