diff --git a/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb b/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb
index fae9a66cb3..2512c96273 100644
--- a/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb
+++ b/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb
@@ -373,8 +373,7 @@
    "source": [
     "WORK_DIRECTORY = \"data\"\n",
     "\n",
-    "data_location = sess.upload_data(WORK_DIRECTORY, key_prefix=prefix)\n",
-    "!aws s3 ls $data_location"
+    "data_location = sess.upload_data(WORK_DIRECTORY, key_prefix=prefix)"
    ]
   },
   {
@@ -543,15 +542,6 @@
     "* The __output path__ determines where the inference results will be written"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(pd.read_csv(\"data/iris.csv\"))"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -561,15 +551,6 @@
     "! aws s3 cp --recursive $data_location ."
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(pd.read_csv(\"iris.csv\"))"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,