diff --git a/docs/source/release_notes.rst b/docs/source/release_notes.rst
index 48dafca14..0ed4626e5 100644
--- a/docs/source/release_notes.rst
+++ b/docs/source/release_notes.rst
@@ -7,6 +7,7 @@ Future Release
 ==============
     * Enhancements
     * Fixes
+        * Removed warning due to deprecated ``infer_datetime_format`` argument in pandas (:pr:`1785`)
     * Changes
       * Temporarily restrict pyarrow version due to serialization issues (:pr:`1768`)
     * Documentation Changes
@@ -14,7 +15,7 @@ Future Release
       * Removed old performance testing workflow (:pr:`1776`)
 
   Thanks to the following people for contributing to this release:
-  :user:`thehomebrewnerd`, :user:`petejanuszewski1`
+  :user:`thehomebrewnerd`, :user:`petejanuszewski1`, :user:`eccabay`
 
 v0.26.0 Aug 22, 2023
 ====================
diff --git a/woodwork/type_sys/utils.py b/woodwork/type_sys/utils.py
index 523d1b99c..90b761135 100644
--- a/woodwork/type_sys/utils.py
+++ b/woodwork/type_sys/utils.py
@@ -41,7 +41,6 @@ def col_is_datetime(col, datetime_format=None):
             col,
             errors="raise",
             format=datetime_format,
-            infer_datetime_format=True,
         )
         return True