Designing and Implementing a Data Science Solution on Azure — Question 44

This question is included in a number of questions that depicts the identical set-up. However, every question has a distinctive result. Establish if the recommendation satisfies the requirements.
You have been tasked with employing a machine learning model, which makes use of a PostgreSQL database and needs GPU processing, to forecast prices.
You are preparing to create a virtual machine that has the necessary tools built into it.
You need to make use of the correct virtual machine type.
Recommendation: You make use of a Deep Learning Virtual Machine (DLVM) Windows edition.
Will the requirements be satisfied?

Answer options

• A. Yes
• B. No

Correct answer: A

Explanation

The recommendation to use a Deep Learning Virtual Machine (DLVM) on Windows is appropriate because DLVMs are specifically designed to leverage GPU capabilities for machine learning tasks. This aligns with the need for GPU processing for forecasting prices using a PostgreSQL database. The other option, 'No', is incorrect as it does not acknowledge the suitability of DLVMs for the stated requirements.