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Amazon MLS-C01 Exam - Topic 4 Question 120 Discussion

[Modeling]When submitting Amazon SageMaker training jobs using one of the built-in algorithms, which common parameters MUST be specified? (Select THREE.)
A) The training channel identifying the location of training data on an Amazon S3 bucket. and C) The 1AM role that Amazon SageMaker can assume to perform tasks on behalf of the users. and F) The output path specifying where on an Amazon S3 bucket the trained model will persist.
B) The validation channel identifying the location of validation data on an Amazon S3 bucket.
D) Hyperparameters in a JSON array as documented for the algorithm used.
E) The Amazon EC2 instance class specifying whether training will be run using CPU or GPU.

Amazon MLS-C01 Exam - Topic 4 Question 120 Discussion

Actual exam question for Amazon's MLS-C01 exam
Question #: 120
Topic #: 4
[All MLS-C01 Questions]

[Modeling]

When submitting Amazon SageMaker training jobs using one of the built-in algorithms, which common parameters MUST be specified? (Select THREE.)

Show Suggested Answer Hide Answer
Suggested Answer: A, C, F

by Charlene at Jul 30, 2025, 05:39 PM

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Temeka
5 months ago
Gotta have that IAM role, no doubt!
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Van
6 months ago
I thought hyperparameters were optional?
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Nida
6 months ago
Validation channel is also a must!
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Mireya
6 months ago
You definitely need the training channel for S3 data.
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Misty
6 months ago
Wait, you need to specify an output path too? That's new to me!
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Fannie
6 months ago
I feel like the output path is important too, but I can't recall if it's one of the three must-have parameters.
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Teddy
7 months ago
I practiced a similar question, and I think the IAM role is crucial for SageMaker to function properly.
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Lili
7 months ago
I’m not so sure about the validation channel being mandatory. I think it might be optional in some cases?
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Brandon
7 months ago
I remember that the training channel for the S3 bucket is definitely one of the required parameters.
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Rosita
7 months ago
This is a good question to test our understanding of the core SageMaker job parameters. I'll carefully review each option and select the three that are truly required, based on my knowledge of the service.
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Catarina
7 months ago
I'm a little confused by the options here. I know the training and validation data locations are important, but I'm not sure about some of the other parameters like the IAM role and output path. I'll need to double-check the SageMaker documentation to make sure I understand this properly.
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Renay
8 months ago
Okay, I've got this. The training and validation channels, as well as the IAM role, are definitely required. The hyperparameters and instance class are also important, so I'll select those as well.
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Joanna
8 months ago
Hmm, I'm a bit unsure about this one. The options seem to cover a lot of different aspects of a SageMaker job, so I'll need to carefully review the details of each one to make sure I select the right three.
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Nickie
8 months ago
This looks like a pretty straightforward question about the required parameters for submitting a SageMaker training job. I'll need to make sure I understand the options and choose the three correct ones.
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Geraldine
9 months ago
I believe C is also important because the IAM role is needed for authorization.
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Stevie
9 months ago
I agree with Florencia, those parameters are essential for submitting training jobs.
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Florencia
10 months ago
I think A, D, and F must be specified.
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Teri
10 months ago
The IAM role is crucial too, gotta give SageMaker the right permissions to do its thing. This is a solid question.
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Veda
10 months ago
Definitely need to specify the training data location, hyperparameters, and output path. Can't forget those key parameters!
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