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Answer: Create a Deep Learning Virtual Machine (DLVM) Linux edition.
The question requires a virtual machine pre-configured with PostgreSQL and GPU support for machine learning. According to Microsoft documentation and community consensus, PostgreSQL is pre-installed on the Linux edition of Data Science Virtual Machine (DSVM), while the Windows edition does not include it. Although the option specifies 'Deep Learning Virtual Machine (DLVM) Linux edition', DLVM is a specialized version of DSVM optimized for GPU-intensive tasks, and it inherits the PostgreSQL support from DSVM Linux. Option A (DSVM Windows) lacks PostgreSQL pre-configuration. Option B (Geo-DSVM) is for geospatial analytics, not relevant here. Option D (DLVM Windows) also lacks PostgreSQL. Thus, C is the correct choice, as it meets both the PostgreSQL and GPU requirements.
Author: LeetQuiz Editorial Team
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You are implementing a machine learning model for stock price prediction that requires a PostgreSQL database and GPU processing. You need to create a pre-configured virtual machine with the necessary tools. What should you do?
A
Create a Data Science Virtual Machine (DSVM) Windows edition.
B
Create a Geo Al Data Science Virtual Machine (Geo-DSVM) Windows edition.
C
Create a Deep Learning Virtual Machine (DLVM) Linux edition.
D
Create a Deep Learning Virtual Machine (DLVM) Windows edition.
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