diff --git a/4.0-seq2seq-fashion-mnist.ipynb b/4.0-seq2seq-fashion-mnist.ipynb
index aec3e31..287b5f3 100644
--- a/4.0-seq2seq-fashion-mnist.ipynb
+++ b/4.0-seq2seq-fashion-mnist.ipynb
@@ -161,7 +161,6 @@
     ")\n",
     "test_dataset = (\n",
     "    tf.data.Dataset.from_tensor_slices(test_images)\n",
-    "    .shuffle(TEST_BUF)\n",
     "    .batch(BATCH_SIZE)\n",
     ")"
    ]