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Amazon MLS-C01 Exam - Topic 4 Question 11 Discussion

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.)
A) Customize the built-in image classification algorithm to use Inception and use this for model training. and D) Use custom code in Amazon SageMaker with TensorFlow Estimator to load the model with an Inception network and use this for model training.
B) Create a support case with the SageMaker team to change the default image classification algorithm to Inception.
C) Bundle a Docker container with TensorFlow Estimator loaded with an Inception network and use this for model training.
E) Download and apt-get install the inception network code into an Amazon EC2 instance and use this instance as a Jupyter notebook in Amazon SageMaker.

Amazon MLS-C01 Exam - Topic 4 Question 11 Discussion

Actual exam question for Amazon's MLS-C01 exam
Question #: 11
Topic #: 4
[All MLS-C01 Questions]

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.)

Show Suggested Answer Hide Answer
Suggested Answer: A, D

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

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Juliann
8 months ago
B seems pointless, they won't change the algorithm for you.
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Jamal
8 months ago
A is definitely not the way to go, you can't just customize the built-in one.
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Catherin
8 months ago
Wait, can you really just change the built-in algorithm like that?
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Lashaun
8 months ago
I think D is also a good choice, custom code can really help!
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Dulce
8 months ago
Option C sounds right, using a Docker container with TensorFlow is a solid approach.
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King
9 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
9 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
9 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.
upvoted 0 times
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