You plan to run a script as an experiment using a Script Run Configuration.

Question

You plan to run a script as an experiment using a Script Run Configuration. The script uses modules from the scipy library as well as several Python packages that are not typically installed in a default conda environment.
You plan to run the experiment on your local workstation for small datasets and scale out the experiment by running it on more powerful remote compute clusters for larger datasets.
You need to ensure that the experiment runs successfully on local and remote compute with the least administrative effort.
What should you do?

Accepted Answer

A. Create and register an Environment that includes the required packages. Use this Environment for all experiment runs.

Answer

B. Always run the experiment with an Estimator by using the default packages.

Answer

C. Do not specify an environment in the run configuration for the experiment. Run the experiment by using the default environment.

Answer

D. Create a config. yaml file defining the conda packages that are required and save the file in the experiment folder.

Answer

E. Create a virtual machine (VM) with the required Python configuration and attach the VM as a compute target. Use this compute target for all experiment runs.

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Exam DP-100 All Questions

Microsoft Azure DP-100 Question # 28 Topic 4 Discussion

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