MCB111: Mathematics in Biology (Fall 2024)
- __week 00: 04/06 Sep
- Sampling from a probability distribution
- [Lecture notes]
- [Homework]
- __week 01: 09/11/13 Sep
- Information Theory
- [Lecture notes]
- [Homework]
- __week 02: 16/18/20 Sep
- Probability and Inference
- [Lecture notes]
- [Homework]
- __week 03: 23/25/27 Sep
- Model comparison - Hypothesis testing
- [Lecture notes]
- [Homework]
- __week 04: 30/02/04 Sept-Oct
- Significance: The Student’s t-test and p-values
- [Lecture notes]
- [Homework]
- __week 05: 07/09/11 Oct
- Maximum likelihood and least-squares
- [Lecture notes]
- [Homework]
- __week 06: 16/18 Oct
- Probabilistic models and Inference
- [Lecture notes]
- [Homework]
- __week 07: 21/23/25 Oct
- Probabilistic Models and Expectation Maximization
- [Lecture notes]
- [Homework]
- __week 08: 28/30/01 Oct-Nov
- Neural Networks - Learning as inference
- [Lecture notes]
- [Homework]
- __week 09: 04/06/08 Nov
- Random Walks in Biology
- [Lecture notes]
- [Homework]
- __week 10: 11/13/15 Nov
- Molecular Dynamics as a Markov Process
- [Lecture notes]
- [Homework]
- __week 11: 18/20/22 Nov
- Feedback Control in Biological Interactions
- [Lecture notes]
- __week 12: 25/02 Nov-Dec
- Genetic switches
- [Lecture notes]
- __week 13: 04 Dec
- Pattern formation and Turing Instability
- [Lecture notes]
| __ 06 Dec__ |
Final out at 09:00 |
| __ 20 Dec__ |
Final due at 09:00 |