diff --git a/tensorflow/examples/udacity/.gitignore b/tensorflow/examples/udacity/.gitignore
new file mode 100644
index 00000000000..30f9b9616f6
--- /dev/null
+++ b/tensorflow/examples/udacity/.gitignore
@@ -0,0 +1,2 @@
+notMNIST_large*
+notMNIST_small*