MCB111: Mathematics in Biology (Fall 2022)


__week 00: 31/01 Aug-Sep
Sampling from a probability distribution
[Lecture notes]
[Homework]
[Hints]

__week 01: 07/09 Sep
Information Theory
[Lecture notes]
[Homework]
[Sections]

__week 02: 12/14/16 Sep
Probability and Inference
[Lecture notes]
[Homework]
[Sections]

__week 03: 19/21/23 Sep
Model comparison - Hypothesis testing
[Lecture notes]
[Homework]

__week 04: 26/28/30 Sep
Significance: The Student’s t-test and p-values
[Lecture notes]
[Homework]

__week 05: 03/05/07 Oct
Maximum likelihood and least-squares
[Lecture notes]
[Homework]

__week 06: 12/14 Oct
Probabilistic models and Inference
[Lecture notes]
[Homework]

__week 07: 17/19/21 Oct
Probabilistic Models and Expectation Maximization
[Lecture notes]
[Homework]

__week 08: 24/26/28 Oct
Neural Networks - Learning as inference
[Lecture notes]
[Homework]

__week 09: 31/02/04 Oct-Nov
Random Walks in Biology
[Lecture notes]
[Homework]

__week 10: 07/09/11 Nov
Molecular Dynamics as a Markov Process
[Lecture notes]
[Homework]

__week 11: 14/16/18 Nov
Feedback Control in Biological Interactions
[Lecture notes]
[Homework]

__week 12: 21/28 Nov
Genetic switches
[Lecture notes]
[Homework]

__week 13: 30 Nov
Pattern formation and Turing Instability

__ 02 Dec__ Final out at 09:00
__ 12 Dec__ Final due at 09:00