diff --git a/README.md b/README.md
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@@ -23,6 +23,7 @@ Materials for DATS0001 Foundations of Data Science, ULiège, Fall 2024.
| November 11 | _No class_ |
| November 18 | Lecture 7: Variational inference
`nb07`: ADVI [[notebook](./nb07-advi.ipynb)] [[sidenotes](./pdf/lec07-advi.pdf)]
Reading: Kucukelbir et al, [Automatic Differentiation Variational Inference](https://arxiv.org/abs/1603.00788), 2016 |
| November 25 | Lecture 8: Model criticism
`nb08a`: Model checking [[notebook](./nb08a-model-checking.ipynb)]
`nb08b`: Model comparison [[notebook](./nb08b-model-comparison.ipynb)]
Reading: Gelman et al, [Bayesian Data Analysis, 3rd](http://www.stat.columbia.edu/~gelman/book/BDA3.pdf), 2021 [Chapters 6 and 7] |
+| November 25 | Deadline of Homework 2 |
| December 2 | Lecture 9: Wrap-up case study
`nb09`: Space Shuttle Challenger disaster [[notebook](./nb09-space-shuttle-disaster.ipynb)]
Reading: Cam Davidson-Pilon, [Bayesian Methods for Hackers](https://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/#contents), 2015 [Chapter 2] |
| December 9 | _No class_ |
| December 16 | _No class_ |
@@ -31,7 +32,7 @@ Materials for DATS0001 Foundations of Data Science, ULiège, Fall 2024.
## Homeworks
- Homework 1: Exploration of pulse oximetry data, November 8.
-- Homework 2: TBD
+- Homework 2: Oxygen saturation prediction, November 25.
- Homework 3: TBD
- Exam-at-home: TBD