As of July 18th, the workflow for creating and publishing an Azure Machine Learning web service has changed.
A new button called Set up Web Service
replaces the functionality of three previous buttons:
- Create Scoring Experiment
- Prepare Web Service
- Publish Web Service
For complete details about this change, please refer to this article: Updates to the UI buttons for publishing web services