diff --git a/tutorials/blitz/6_load_data.py b/tutorials/blitz/6_load_data.py
index 537a27e8a353..63160075d1cb 100644
--- a/tutorials/blitz/6_load_data.py
+++ b/tutorials/blitz/6_load_data.py
@@ -223,7 +223,7 @@ def __len__(self):
 print(graph, label)
 
 ######################################################################
-# Creating Dataset from CSV via :class:`~dgl.data.DGLCSVDataset`
+# Creating Dataset from CSV via :class:`~dgl.data.CSVDataset`
 # ------------------------------------------------------------
 #
 # The previous examples describe how to create a dataset from CSV files