Amazon MLS-C01 Exam - Topic 4 Question 11 Discussion

Actual exam question for Amazon's MLS-C01 exam

Question #: 11
Topic #: 4

A company is observing low accuracy while training on the default built-in image classification algorithm in Amazon SageMaker. The Data Science team wants to use an Inception neural network architecture instead of a ResNet architecture.

Which of the following will accomplish this? (Select TWO.)

ACustomize the built-in image classification algorithm to use Inception and use this for model training.

BCreate a support case with the SageMaker team to change the default image classification algorithm to Inception.

CBundle a Docker container with TensorFlow Estimator loaded with an Inception network and use this for model training.

DUse custom code in Amazon SageMaker with TensorFlow Estimator to load the model with an Inception network and use this for model training.

EDownload and apt-get install the inception network code into an Amazon EC2 instance and use this instance as a Jupyter notebook in Amazon SageMaker.

Show Suggested Answer

Suggested Answer: A, D

by Candida at May 04, 2022, 04:25 PM

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Juliann

4 months ago

B seems pointless, they won't change the algorithm for you.

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Jamal

4 months ago

A is definitely not the way to go, you can't just customize the built-in one.

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Catherin

4 months ago

Wait, can you really just change the built-in algorithm like that?

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Lashaun

4 months ago

I think D is also a good choice, custom code can really help!

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Dulce

5 months ago

Option C sounds right, using a Docker container with TensorFlow is a solid approach.

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King

5 months ago

Hmm, I'm a bit unsure about this one. I know cloud provisioning and governance is about managing cloud resources, but I'm not totally clear on the different mechanisms that can be used to abstract vendor-specific details. I'll have to think this through carefully.

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Osvaldo

5 months ago

Ah, I see. We need to sanitize the file name because it could be forged. Good catch! I'll make sure to do that.

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Colette

5 months ago

I'm not sure about this one. The wording is a bit vague, and I'm not familiar with the Block field component. I'll have to guess on this one.

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