Designing and Implementing a Data Science Solution on Azure — Question 179

You use the Azure Machine Learning designer to create and run a training pipeline. You then create a real-time inference pipeline.
You must deploy the real-time inference pipeline as a web service.
What must you do before you deploy the real-time inference pipeline?

Answer options

• A. Run the real-time inference pipeline.
• B. Create a batch inference pipeline.
• C. Clone the training pipeline.
• D. Create an Azure Machine Learning compute cluster.

Correct answer: A

Explanation

The correct answer is A because running the real-time inference pipeline is essential to ensure that it functions correctly before deployment. Options B, C, and D are not prerequisites for deploying the real-time inference pipeline as a web service and do not directly relate to the deployment process.