diff --git a/docs/tutorials/articles/sales_dashboard/step_02/step_02.md b/docs/tutorials/articles/sales_dashboard/step_02/step_02.md
index 08e2981ee..fe448dda1 100644
--- a/docs/tutorials/articles/sales_dashboard/step_02/step_02.md
+++ b/docs/tutorials/articles/sales_dashboard/step_02/step_02.md
@@ -98,13 +98,11 @@ We can now add [date selectors](../../../../refmans/gui/viselements/generic/date
     ```python
             with tgb.part(class_name="card"):
                 with tgb.layout(columns="1 2 1"):
-                    # First Column
                     with tgb.part():
                         tgb.text("Filter **From**", mode="md")
                         tgb.date("{start_date}")
                         tgb.text("To")
                         tgb.date("{end_date}")
-                    # Second Column
                     with tgb.part():
                         tgb.text("Filter Product **Category**", mode="md")
                         tgb.selector(
@@ -119,12 +117,12 @@ We can now add [date selectors](../../../../refmans/gui/viselements/generic/date
                             lov="{subcategories}",
                             dropdown=True,
                         )
-                    # Third Column
-                    tgb.button(
-                        "Apply",
-                        class_name="plain apply_button",
-                        on_action=apply_changes,
-                    )
+                    with tgb.part(class_name="text-center"):
+                        tgb.button(
+                            "Apply",
+                            class_name="plain apply_button",
+                            on_action=apply_changes,
+                        )
     ```
 === "Markdown"
     ```