diff --git a/module_2/module_2.1/module_2.1.ipynb b/module_2/module_2.1/module_2.1.ipynb
index 3f38400..1c6f35b 100644
--- a/module_2/module_2.1/module_2.1.ipynb
+++ b/module_2/module_2.1/module_2.1.ipynb
@@ -622,7 +622,7 @@
     "id": "I3tkdY-S_kxR"
    },
    "source": [
-    "Note that this method computes the likelihoods of the words in the whole vocabulary, irregardless of the classes. To get the likelihoods for each class we need to do as follows:"
+    "Note that this method computes the likelihoods of the words in the whole vocabulary, regardless of the classes. To get the likelihoods for each class we need to do as follows:"
    ]
   },
   {