diff --git a/notebooks/features/vw/Vowpal Wabbit - Multi-class classification.ipynb b/notebooks/features/vw/Vowpal Wabbit - Multi-class classification.ipynb
index 0652ba5346..f5ce7ebbeb 100644
--- a/notebooks/features/vw/Vowpal Wabbit - Multi-class classification.ipynb	
+++ b/notebooks/features/vw/Vowpal Wabbit - Multi-class classification.ipynb	
@@ -76,7 +76,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "#### Use VowalWabbitFeaturizer to convert data features into vector"
+    "#### Use VowpalWabbitFeaturizer to convert data features into vector"
    ]
   },
   {