diff --git a/docs/how-to-guides/azure_resource_provision.json b/docs/how-to-guides/azure_resource_provision.json
index f08771ad5..2363fa483 100644
--- a/docs/how-to-guides/azure_resource_provision.json
+++ b/docs/how-to-guides/azure_resource_provision.json
@@ -35,13 +35,14 @@
       "sqlAdminUsername": {
         "type": "String",
         "metadata": {
-          "description": "Specifies the username for SQL Database admin"
+          "description": "Specify the username for SQL Database admin"
         }
       },
       "sqlAdminPassword": {
         "type": "SecureString",
         "metadata": {
-          "description": "Specifies the password for SQL Database admin"
+          "description": "Specify the password for SQL Database admin. Please note that the password can't contain semicolon (;) 
+          as it conflicts with connection string delimiter"
         }
       },
       "registryBackend": {
diff --git a/docs/samples/azure_synapse/product_recommendation_demo.ipynb b/docs/samples/azure_synapse/product_recommendation_demo.ipynb
index dc6eddf88..4a6a54cbf 100644
--- a/docs/samples/azure_synapse/product_recommendation_demo.ipynb
+++ b/docs/samples/azure_synapse/product_recommendation_demo.ipynb
@@ -37,9 +37,14 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "## 2. Prerequisite: Login to Azure and Install Feathr\n",
-        "\n",
-        "Login to Azure with a device code (You will see instructions in the output once you execute the cell):"
+        "## 2. Prerequisite: Install Feathr and it's dependencies and Login to Azure"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {},
+      "source": [
+        "Install Feathr and dependencies to run this notebook. Normally you could run all the pip installs in one line, but when running this notebook in synapse, you may get some errors or blocks installing above packages in one cell. Hence installing them in different cells."
       ]
     },
     {
@@ -48,14 +53,41 @@
       "metadata": {},
       "outputs": [],
       "source": [
-        "! az login --use-device-code"
+        "%pip install -U feathr"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "%pip install -U azure-cli"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "%pip install -U pandavro"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "%pip install -U scikit-learn"
       ]
     },
     {
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "Install Feathr and dependencies to run this notebook."
+        "Login to Azure with a device code (You will see instructions in the output once you execute the cell):"
       ]
     },
     {
@@ -64,7 +96,7 @@
       "metadata": {},
       "outputs": [],
       "source": [
-        "%pip install -U feathr pandavro scikit-learn"
+        "! az login --use-device-code"
       ]
     },
     {
@@ -103,6 +135,13 @@
         "from azure.keyvault.secrets import SecretClient"
       ]
     },
+    {
+      "cell_type": "markdown",
+      "metadata": {},
+      "source": [
+        "If you meet errors like 'cannot import FeatherClient from feathr', it may be caused by incompatible version of 'aiohttp'. Please try to install/upgrade it by running: '%pip install aiohttp==3.8.3'"
+      ]
+    },
     {
       "cell_type": "markdown",
       "metadata": {},
@@ -124,6 +163,13 @@
         "```\n"
       ]
     },
+    {
+      "cell_type": "markdown",
+      "metadata": {},
+      "source": [
+        "If you run into issues where Key vault or other resources are not found through notebook despite being there, make sure you are connected to the right subscription by running the command: 'az account show' and 'az account set --subscription <subscription_id>'"
+      ]
+    },
     {
       "cell_type": "markdown",
       "metadata": {},