diff --git a/docs/source/col_map.mdx b/docs/source/col_map.mdx
index 36ff974966..a31672f84e 100644
--- a/docs/source/col_map.mdx
+++ b/docs/source/col_map.mdx
@@ -17,8 +17,8 @@ Here's a typical example:
 {"text": "text", "label": "target"}
 ```
 
-In this example, the `text column in your dataset corresponds to the text data 
-AutoTrain uses for processing, and the `target`` column is treated as the 
+In this example, the `text` column in your dataset corresponds to the text data 
+AutoTrain uses for processing, and the `target` column is treated as the 
 label for training.
 
 But let's not get confused! AutoTrain has a way to understand what each column in your dataset represents.