diff --git a/16_nlp_with_rnns_and_attention.ipynb b/16_nlp_with_rnns_and_attention.ipynb
index 3efe4d5..7b8813c 100644
--- a/16_nlp_with_rnns_and_attention.ipynb
+++ b/16_nlp_with_rnns_and_attention.ipynb
@@ -638,7 +638,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "(X_train, y_test), (X_valid, y_test) = keras.datasets.imdb.load_data()"
+    "(X_train, y_train), (X_test, y_test) = keras.datasets.imdb.load_data()"
    ]
   },
   {