diff --git a/README.md b/README.md index 664b79e..eba7b13 100755 --- a/README.md +++ b/README.md @@ -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