diff --git a/site/en/tutorials/generative/autoencoder.ipynb b/site/en/tutorials/generative/autoencoder.ipynb
index d2af1c3a345..0b5e78adc55 100644
--- a/site/en/tutorials/generative/autoencoder.ipynb
+++ b/site/en/tutorials/generative/autoencoder.ipynb
@@ -117,7 +117,7 @@
       },
       "source": [
         "## Load the dataset\n",
-        "To start, you will train the basic autoencoder using the Fashon MNIST dataset. Each image in this dataset is 28x28 pixels. "
+        "To start, you will train the basic autoencoder using the Fashion MNIST dataset. Each image in this dataset is 28x28 pixels. "
       ]
     },
     {