### MCB111: Mathematics in Biology (Fall 2021)

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

In-class code: w00 | w01-s | w02-l1 | w02-l2 | w03 | w04 |

In-class notes: w00-l2 | w01-l1 | w01-l2 | w02-l1 | w02-l2 | w03-l1 |

Hints: w00 |

Sections: w01 |

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

Final: final |

- __week 00: 01/03 Sep
- Sampling from a probability distribution
- [Lecture notes]
- [Homework]
- [Hints]

- __week 01: 08/10 Sep
- Information Theory
- [Lecture notes]
- [Sections]
- [Homework]

- __week 02: 13/15/17 Sep
- Probability and Inference
- [Lecture notes]
- [Homework]

- __week 03: 20/22/24 Sep
- Model comparison - Hypothesis testing
- [Lecture notes]
- [Homework]

- __week 04: 27/29 Sep 01 Oct
- Significance: The Studentâ€™s t-test and p-values
- [Lecture notes]
- [Homework]

- __week 05: 04/06/08 Oct
- Maximum likelihood and least-squares
- [Lecture notes]
- [Homework]

- __week 06: 13/15 Oct
- Probabilistic models and Inference
- [Lecture notes]
- [Homework]

- __week 07: 18/20/22 Oct
- Probabilistic Models and Expectation Maximization
- [Lecture notes]
- [Homework]

- __week 08: 25/27/29 Oct
- Neural Networks - Learning as inference
- [Lecture notes]
- [Homework]

- __week 09: 01/03/05 Nov
- Random Walks in Biology
- [Lecture notes]
- [Homework]

- __week 10: 08/10/12 Nov
- Molecular Dynamics as a Markov Process
- [Lecture notes]
- [Homework]

- __week 11: 15/17/19 Nov
- Feedback Control in Biological Interactions
- [Lecture notes]
- [Homework]

- __week 12: 22/29 Nov
- Genetic switches
- [Lecture notes]
- [Homework]

- __week 13: 01 Dec
- Pattern formation and Turing Instability
- [Lecture notes]

__ 03 Dec__ | Final out at 09:00 |

__ 13 Dec__ | Final due at 09:00 |

Elena Rivas | Harvard University