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Exam DP-100 topic 3 question 72 discussion

Actual exam question from Microsoft's DP-100
Question #: 72
Topic #: 3
[All DP-100 Questions]

You create a multi-class image classification deep learning model that uses a set of labeled images. You create a script file named train.py that uses the PyTorch
1.3 framework to train the model.
You must run the script by using an estimator. The code must not require any additional Python libraries to be installed in the environment for the estimator. The time required for model training must be minimized.
You need to define the estimator that will be used to run the script.
Which estimator type should you use?

  • A. TensorFlow
  • B. PyTorch
  • C. SKLearn
  • D. Estimator
Show Suggested Answer Hide Answer
Suggested Answer: B 🗳️
For PyTorch, TensorFlow and Chainer tasks, Azure Machine Learning provides respective PyTorch, TensorFlow, and Chainer estimators to simplify using these frameworks.
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-train-ml-models

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ashii007
11 months, 2 weeks ago
Estimator is deprecated as of dec'21. Shouldn't see questions about estimator in the test.
upvoted 4 times
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dev2dev
1 year, 8 months ago
Isnt it D? Esitmator is generic class and doesnt need additional libraries.
upvoted 2 times
ACSC
1 year, 8 months ago
I agree. Anyway the question is outdated. https://docs.microsoft.com/en-us/python/api/azureml-train-core/azureml.train.estimator.estimator?view=azure-ml-py
upvoted 3 times
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