fix autopilot/custom-feature-selection/Feature_selection_autopilot.ipynb

Author: EC2 Default User

autopilot/custom-feature-selection/Feature_selection_autopilot.ipynb

@@ -29,7 +29,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Setup <a class=\"anchor\" id=\"setup\"></a>"
+    "## Setup <a class=\"anchor\" id=\"setup\"></a>"
    ]
   },
   {
@@ -139,7 +139,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Feature Selection <a class=\"anchor\" id=\"feature_selection\"></a>\n",
+    "## Feature Selection <a class=\"anchor\" id=\"feature_selection\"></a>\n",
     "\n",
     "We use Scikit-learn on Sagemaker `SKLearn` Estimator with a feature selection script as an entry point. The script is very similar to a training script you might run outside of SageMaker, but you can access useful properties about the training environment through various environment variables, such as:\n",
     "\n",
@@ -439,7 +439,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Autopilot <a class=\"anchor\" id=\"autopilot\"></a>"
+    "## Autopilot <a class=\"anchor\" id=\"autopilot\"></a>"
    ]
   },
   {
@@ -652,7 +652,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Serial Inference Pipeline that combines feature selection and autopilot <a class=\"anchor\" id=\"serial_inference\"></a>\n"
+    "## Serial Inference Pipeline that combines feature selection and autopilot <a class=\"anchor\" id=\"serial_inference\"></a>\n"
    ]
   },
   {