### MCB111: Mathematics in Biology (Fall 2022)

Lectures: w00 | w01 | w02 | w03 | w04 | w05 | w06 | w07 | w08 | w09 | w10 | w11 | w12 | w13 |

inclass-code: w00 | w02-1 w02-2 | w03 | w04 |

Sections: w01 w01-code | w02 | w03 w03-code | w04-TX w04-NG | w05-TX w05-NG | w06 | w08 w08-code | w09 | w10 | w11 |

Homeworks: w00 | w01 | w02 | w03 | w04 | w05 | w06 | w07 | w08 | w09 | w10 | w11 | w12 | w13 |

Hints: w00 | w03 |

Final: final |

- __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 Studentâ€™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 |

Elena Rivas | Harvard University