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DP-100 · Question #428

DP-100 Question #428: Real Exam Question with Answer & Explanation

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Explore data and run experiments

Question

You plan to run a script as an experiment. The script uses modules from the SciPy library and 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 dusters 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?

Options

  • ALeave the environment unspecified for the experiment. Run the expenment by using the default
  • BCreate a config.yaml file that defines the required conda packages and save the file in the
  • CCreate and register an environment that includes the required packages. Use this environment for
  • DCreate a virtual machine (VM) by using the required Python configuration and attach the VM as a

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Topics

#Azure Machine Learning environments#Experiment reproducibility#Compute targets#Package management
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