This document provides tips for coding an Azure machine learning web service. It discusses using tools like Notepad++, Fiddler, Visual Studio, Python and Python Tools for Visual Studio to develop Azure ML web services. The purpose is to demonstrate getting started with producing an Azure ML web service from a Python model. References for further information are also included.