diff --git a/sentiment-analysis-network/Sentiment_Classification_Projects.ipynb b/sentiment-analysis-network/Sentiment_Classification_Projects.ipynb
index c67a571bee..b1362dc369 100755
--- a/sentiment-analysis-network/Sentiment_Classification_Projects.ipynb
+++ b/sentiment-analysis-network/Sentiment_Classification_Projects.ipynb
@@ -879,7 +879,7 @@
     "\n",
     "    def train(self, training_reviews, training_labels):\n",
     "        \n",
-    "        # make sure out we have a matching number of reviews and labels\n",
+    "        # make sure we have a matching number of reviews and labels\n",
     "        assert(len(training_reviews) == len(training_labels))\n",
     "        \n",
     "        # Keep track of correct predictions to display accuracy during training \n",