diff --git a/Aalto2024.Rmd b/Aalto2024.Rmd
index 71476425..feec8abc 100644
--- a/Aalto2024.Rmd
+++ b/Aalto2024.Rmd
@@ -193,7 +193,7 @@ The schedule links to 2023 lecture videos until couple hours after the
| | Readings | Lectures | Assignment | Lecture Date | Assignment due date |
|-----------|:----------|-----------|-----------|-----------|-----------|
| 1\. Introduction | [BDA3 Chapter 1](BDA3_notes.html#ch1) | [2024 Lecture 1.1 Introduction](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=46a41a38-7414-40a9-a353-b1df00c97ba4),
[2024 Lecture 1.2 Course practicalities](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=ebf8f909-7b2d-4e34-a127-b1df00ba8635),
[Slides 1.1](slides/BDA_lecture_1a.pdf),
[Slides 1.2](slides/BDA_lecture_1b.pdf) | [2024 Assignment 1](https://mycourses.aalto.fi/mod/quiz/view.php?id=1234509) | `r sdate("Lecture date", "Week1")` | `r sdate("Assignment closes (23:59)", "Week1")` |
-| 2\. Basics of Bayesian inference | [BDA3 Chapter 1](BDA3_notes.html#ch1),
[BDA3 Chapter 2](BDA3_notes.html#ch2) | [2023 Lecture 2.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=ed9cb7e6-a910-4afe-8659-b07a00bab594),
[2023 Lecture 2.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=48582af7-da3f-4798-ab0c-b07a00ca7aa2),
[Slides 2](slides/BDA_lecture_2.pdf) | [Old Assignment 2](assignments/assignment2.html) | `r sdate("Lecture date", "Week2")` | `r sdate("Assignment closes (23:59)", "Week2")` |
+| 2\. Basics of Bayesian inference | [BDA3 Chapter 1](BDA3_notes.html#ch1),
[BDA3 Chapter 2](BDA3_notes.html#ch2) | [2023 Lecture 2.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=ed9cb7e6-a910-4afe-8659-b07a00bab594),
[2023 Lecture 2.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=48582af7-da3f-4798-ab0c-b07a00ca7aa2),
[Slides 2](slides/BDA_lecture_2.pdf) | [Assignment 2](assignments/assignment2.html) | `r sdate("Lecture date", "Week2")` | `r sdate("Assignment closes (23:59)", "Week2")` |
| 3\. Multidimensional posterior | [BDA3 Chapter 3](BDA3_notes.html#ch3) | [2023 Lecture 3.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=802abb82-07a2-4b4e-a16b-b0820089d994),
[2023 Lecture 3.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=c070e17c-ce4c-4a98-801c-b08200a5b22f)
[Slides 3](slides/BDA_lecture_3.pdf) | [Old Assignment 3](assignments2023/assignment3.html) | `r sdate("Lecture date", "Week3")` | `r sdate("Assignment closes (23:59)", "Week3")` |
| 4\. Monte Carlo | [BDA3 Chapter 10](BDA3_notes.html#ch10) | [2023 Lecture 4.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=d0a08786-0796-4e93-90a3-b08800b99601),
[2023 Lecture 4.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=ad034e33-56da-4255-9f3a-b08800cbe37e),
[Slides 4](slides/BDA_lecture_4.pdf) | [Old Assignment 4](assignments2023/assignment4.html) | `r sdate("Lecture date", "Week4")` | `r sdate("Assignment closes (23:59)", "Week4")` |
| 5\. Markov chain Monte Carlo | [BDA3 Chapter 11](BDA3_notes.html#ch11) | [2023 Lecture 5.1](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=279b3da6-efe6-44f7-b382-b08f00dd234b),
[2023 Lecture 5.2](https://aalto.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=ff3d41ef-b1cc-42b3-8544-b08f00ca25b2),
[Slides 5](slides/BDA_lecture_5.pdf) | [Old Assignment 5](assignments2023/assignment5.html) | `r sdate("Lecture date", "Week5")` | `r sdate("Assignment closes (23:59)", "Week5")` |