diff --git a/tutorials/fine_tuning.ipynb b/tutorials/fine_tuning.ipynb
index 5416706f9d..6a2f85e0b7 100644
--- a/tutorials/fine_tuning.ipynb
+++ b/tutorials/fine_tuning.ipynb
@@ -192,7 +192,7 @@
     "\n",
     "optimizer = build_optimizer({\n",
     "    \"name\": \"sgd\",\n",
-    "    \"lr\": {\"param_schedulers\": {\"name\": \"step\", \"values\": [0.1, 0.01]}},\n",
+    "    \"param_schedulers\": {\"lr\": {\"name\": \"step\", \"values\": [0.1, 0.01]}},\n",
     "    \"weight_decay\": 1e-4,\n",
     "    \"momentum\": 0.9,\n",
     "    \"num_epochs\": num_epochs\n",
diff --git a/tutorials/getting_started.ipynb b/tutorials/getting_started.ipynb
index bfcd8c2e45..cc2ca59d09 100644
--- a/tutorials/getting_started.ipynb
+++ b/tutorials/getting_started.ipynb
@@ -103,7 +103,7 @@
    },
    "outputs": [],
    "source": [
-    "% cd my-project"
+    "%cd my-project"
    ]
   },
   {