Skip to content

Commit

Permalink
Update README.md
Browse files Browse the repository at this point in the history
  • Loading branch information
glouppe authored Nov 4, 2024
1 parent acf2544 commit b5429f6
Showing 1 changed file with 2 additions and 2 deletions.
4 changes: 2 additions & 2 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -19,7 +19,7 @@ Materials for DATS0001 Foundations of Data Science, ULiège, Fall 2024.
| October 21 | Lecture 5: Markov Chain Monte Carlo<br>`nb05`: Markov Chain Monte Carlo [[notebook](./nb05-mcmc.ipynb)] [[sidenotes](./pdf/lec05-mcmc.pdf)]<br>Reading: Gelman et al, [Bayesian Data Analysis, 3rd](http://www.stat.columbia.edu/~gelman/book/BDA3.pdf), 2021 [Chapter 11] |
| October 28 | _No class_ |
| November 4 | Lecture 6: Expectation-Minimization <br>`nb06`: Expectation-Maximization [[notebook](./nb06-em.ipynb)] [[sidenotes](./pdf/lec06-em.pdf)]<br>Reading: Dempster et al, [Maximum Likelihood from Incomplete Data via EM](https://www.jstor.org/stable/2984875), 1977 |
| November 4 | Deadline of Homework 1 |
| November 8 | Deadline of Homework 1 |
| November 11 | _No class_ |
| November 18 | Lecture 7: Variational inference <br>`nb07`: ADVI [[notebook](./nb07-advi.ipynb)] [[sidenotes](./pdf/lec07-advi.pdf)]<br>Reading: Kucukelbir et al, [Automatic Differentiation Variational Inference](https://arxiv.org/abs/1603.00788), 2016 |
| November 25 | Lecture 8: Model criticism<br>`nb08a`: Model checking [[notebook](./nb08a-model-checking.ipynb)]<br>`nb08b`: Model comparison [[notebook](./nb08b-model-comparison.ipynb)]<br>Reading: Gelman et al, [Bayesian Data Analysis, 3rd](http://www.stat.columbia.edu/~gelman/book/BDA3.pdf), 2021 [Chapters 6 and 7] |
Expand All @@ -30,7 +30,7 @@ Materials for DATS0001 Foundations of Data Science, ULiège, Fall 2024.

## Homeworks

- Homework 1: Exploration of pulse oximetry data, November 4.
- Homework 1: Exploration of pulse oximetry data, November 8.
- Homework 2: TBD
- Homework 3: TBD
- Exam-at-home: TBD
Expand Down

0 comments on commit b5429f6

Please sign in to comment.