diff --git a/README.md b/README.md
index 6f5c907..a8ecf0b 100644
--- a/README.md
+++ b/README.md
@@ -10,3 +10,9 @@ Download links for the notebooks:
- Convergence of Sequences ([pdf](https://www.mosphere.fr/african_econometric_society_2023/pdf/day_1_2_recursive_sequences.pdf), [html/mybinder](https://www.mosphere.fr/african_econometric_society_2023/web/day_1_2_recursive_sequences.html))
- Optimisation ([pdf](https://www.mosphere.fr/african_econometric_society_2023/pdf/day_1_3_maximization.pdf), [html/mybinder](https://www.mosphere.fr/african_econometric_society_2023/web/day_1_3_maximization.html))
+- Day 2
+
+ - DSGE modeling ([pdf](https://www.mosphere.fr/african_econometric_society_2023/pdf/day_2_1_intro.pdf), [html/mybinder](https://www.mosphere.fr/african_econometric_society_2023/web/day_2_1_intro.html))
+ - Automatic Differentiation ([pdf](https://www.mosphere.fr/african_econometric_society_2023/pdf/day_2_2_differentiation.pdf), [html/mybinder](https://www.mosphere.fr/african_econometric_society_2023/web/day_2_2_differentiation.html))
+ - Solving the Model ([pdf](https://www.mosphere.fr/african_econometric_society_2023/pdf/day_2_3_model_solution.pdf), [html/mybinder](https://www.mosphere.fr/african_econometric_society_2023/web/day_
+ 2_3_model_solution.html))
diff --git a/web/day_2_1_intro.html b/web/day_2_1_intro.html
new file mode 100644
index 0000000..2fc0ee0
--- /dev/null
+++ b/web/day_2_1_intro.html
@@ -0,0 +1,15 @@
+
+
+
+
+
+
\ No newline at end of file
diff --git a/web/day_2_2_differentiation.html b/web/day_2_2_differentiation.html
new file mode 100644
index 0000000..edebad9
--- /dev/null
+++ b/web/day_2_2_differentiation.html
@@ -0,0 +1,15 @@
+
+
+
+
+
+
\ No newline at end of file
diff --git a/web/day_2_3_model_solution.html b/web/day_2_3_model_solution.html
new file mode 100644
index 0000000..2fb82c9
--- /dev/null
+++ b/web/day_2_3_model_solution.html
@@ -0,0 +1,15 @@
+
+
+
+
+
+
\ No newline at end of file