diff --git a/Message-Queue-Endpoint.md b/Message-Queue-Endpoint.md
index 2cf0327..d3e67bf 100644
--- a/Message-Queue-Endpoint.md
+++ b/Message-Queue-Endpoint.md
@@ -14,19 +14,9 @@ To follow along with the examples, you need:
 
 Generally the URN is composed of the company or brand name and a device serial number like so: `urn:dev:<company/brand-name>:<device-serial-number>`
 
-To run the python example code you also need to install the `paho-mqtt` and the `protobuf` modules.  
-These can be installed with the following commands:  
+To run the python example code you also need to install the `paho-mqtt` and the `protobuf` modules. 
+If you need help on installing this, please see the FAQ at the end. 
 
-**Windows command prompt:**
-```
-py -m pip install 'paho-mqtt==1.5.0'
-py -m pip install 'protobuf==3.11.0'
-```
-**Linux terminal:**
-```
-python3 -m pip install 'paho-mqtt==1.5.0'
-python3 -m pip install 'protobuf==3.11.0'
-```
 ### Workflow
 The general workflow for pushing data to the FarmMaps MQTT endpoint consists of:
 * Preparing your data as a protobuf message
@@ -88,4 +78,19 @@ To quote the Google Documentation:
 > Protocol buffers are Google's language-neutral, platform-neutral, extensible mechanism for serializing structured data – think XML, but smaller, faster, and simpler. 
 > You define how you want your data to be structured once, then you can use special generated source code to easily write and read your structured data to and from a variety of data streams and using a variety of languages.
 
-More information can be found in the [protobuf documentation](https://developers.google.com/protocol-buffers/docs/overview).
\ No newline at end of file
+More information can be found in the [protobuf documentation](https://developers.google.com/protocol-buffers/docs/overview).
+
+#### How do I install the required Python modules?
+This tutorial requires the `paho-mqtt` and `protobuf` modules.
+These can be installed with the following commands:  
+
+**Windows command prompt:**
+```
+py -m pip install 'paho-mqtt==1.5.0'
+py -m pip install 'protobuf==3.11.0'
+```
+**Linux terminal:**
+```
+python3 -m pip install 'paho-mqtt==1.5.0'
+python3 -m pip install 'protobuf==3.11.0'
+```
\ No newline at end of file