Fix formatting and structure in quickstart notebook

Author: Gnanasundaramsampath-sys

tutorials/get-started-notebooks/quickstart.ipynb

@@ -540,13 +540,18 @@
    "metadata": {},
    "source": [
     "Deploy the latest version of the model.  "
-  {
-  "cell_type": "code",
-  "metadata": {
-    "language": "python"
+   ]
   },
+  {
+    "cell_type": "code",
+    "metadata": {
+      "language": "python"
+    },
   "source": [
     "# Create the scoring script for the deployment",
+    "deploy_dir = \"./deploy\"",
+    "os.makedirs(deploy_dir, exist_ok=True)",
+    "",
     "score_script = \"\"\"",
     "import json",
     "import numpy as np",
@@ -567,15 +572,11 @@
     "",
     "print('Scoring script created at:', os.path.join(deploy_dir, 'score.py'))"
   ]
-}
-   ]
-  },
+},
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": { {
-    "language": "python"
-  },    
+   "metadata": {     
     "gather": {
      "logged": 1679004373833
     },
@@ -596,12 +597,11 @@
      "    name=\"blue\",",
      "    endpoint_name=online_endpoint_name,",
      "    model=model,",
-     "environment=\"azureml://registries/azureml/environments/sklearn-1.5/labels/latest\",\n",
      "    code_configuration=CodeConfiguration(",
      "        code=deploy_dir,",
      "        scoring_script='score.py'",
      "    ),",
-     "    instance_type=\"Standard_DS3_v2\",\n",
+     "    instance_type=\"Standard_DS3_v2\",",
      "    instance_count=1,",
      ")",
      "",