diff --git a/docs/3. Productionizing/3.2. Paradigms.md b/docs/3. Productionizing/3.2. Paradigms.md
index 6fc07ce..905e9e1 100644
--- a/docs/3. Productionizing/3.2. Paradigms.md	
+++ b/docs/3. Productionizing/3.2. Paradigms.md	
@@ -2,7 +2,7 @@
 description: Explore various programming paradigms like OOP and functional programming and understand their applications in productionizing AI/ML projects.
 ---
 
-# 3.3. Paradigms
+# 3.2. Paradigms
 
 ## What is a programming paradigm?