diff --git a/content/notes/18-ML-in-IA-2.md b/content/notes/18-ML-in-IA-2.md
new file mode 100644
index 000000000..c6e98a97a
--- /dev/null
+++ b/content/notes/18-ML-in-IA-2.md
@@ -0,0 +1,9 @@
+---
+title: "18-ML-in-IA-2"
+aliases: 
+tags: 
+- lecture
+- comp210
+---
+
+
diff --git a/content/notes/comp-210.md b/content/notes/comp-210.md
index 83bbc58c5..6776b3e3e 100644
--- a/content/notes/comp-210.md
+++ b/content/notes/comp-210.md
@@ -37,4 +37,5 @@ No final exam
 - [13-pen-testing-2](notes/13-pen-testing-2.md)
 - [15-policies-standards-practices](notes/15-policies-standards-practices.md)
 - [16-cloud-security](notes/16-cloud-security.md)
-- [17-ML-in-IA-1](notes/17-ML-in-IA-1.md)
\ No newline at end of file
+- [17-ML-in-IA-1](notes/17-ML-in-IA-1.md)
+- 
\ No newline at end of file