diff --git a/implicit/cpu/als.py b/implicit/cpu/als.py
index 1ec7a91..fcf5272 100644
--- a/implicit/cpu/als.py
+++ b/implicit/cpu/als.py
@@ -114,7 +114,7 @@ def fit(self, user_items, show_progress=True, callback=None):
         ----------
         user_items: csr_matrix
             Matrix of confidences for the liked items. This matrix should be a csr_matrix where
-            the rows of the matrix are the users, the columns are the items liked that user,
+            the rows of the matrix are the users, the columns are the items liked by that user,
             and the value is the confidence that the user liked the item.
         show_progress : bool, optional
             Whether to show a progress bar during fitting