diff --git a/doc/source/data/examples/huggingface_vit_batch_prediction.ipynb b/doc/source/data/examples/huggingface_vit_batch_prediction.ipynb
index 9e1b7e2f08d6..ac7344fb652f 100644
--- a/doc/source/data/examples/huggingface_vit_batch_prediction.ipynb
+++ b/doc/source/data/examples/huggingface_vit_batch_prediction.ipynb
@@ -575,7 +575,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "If the samples look good, we can proceed with saving the results to an external storage, e.g., S3 or local disks. See [Ray Data Input/Output](https://docs.ray.io/en/latest/data/api/input_output.html) for all supported stoarges and file formats.\n",
+    "If the samples look good, we can proceed with saving the results to an external storage, e.g., S3 or local disks. See [Ray Data Input/Output](https://docs.ray.io/en/latest/data/api/input_output.html) for all supported storages and file formats.\n",
     "\n",
     "```python\n",
     "ds.write_parquet(\"local://tmp/inference_results\")\n",