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
- [Lecture notes]
- [Homework]
| __ 02 Dec__ |
Final out at 09:00 |
| __ 12 Dec__ |
Final due at 09:00 |