diff --git a/demos/marketing-analysis.mdx b/demos/marketing-analysis.mdx
index b6c66fa5..1779e533 100644
--- a/demos/marketing-analysis.mdx
+++ b/demos/marketing-analysis.mdx
@@ -21,7 +21,7 @@ In this tutorial, you will learn how to analyze the effects of a market campaign
 
 Once RisingWave is installed and deployed, run the three SQL queries below to set up the tables. You will insert data into these tables to simulate live data streams.
 
-1. The table `marketing_events` table tracks user interactions with marketing campaigns and includes details on each event.
+1. The `marketing_events` table tracks user interactions with marketing campaigns and includes details on each event.
 
     ```sql
     CREATE TABLE marketing_events (