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Amazon AIF-C01 Exam - Topic 1 Question 31 Discussion

A company wants to collaborate with several research institutes to develop an AI model. The company needs standardized documentation of model version tracking and a record of model development.Which solution meets these requirements?
C) Track the model changes by using Amazon SageMaker Model Cards.
A) Track the model changes by using Git.
B) Track the model changes by using Amazon Fraud Detector.
D) Track the model changes by using Amazon Comprehend.

Amazon AIF-C01 Exam - Topic 1 Question 31 Discussion

Actual exam question for Amazon's AIF-C01 exam
Question #: 31
Topic #: 1
[All AIF-C01 Questions]

A company wants to collaborate with several research institutes to develop an AI model. The company needs standardized documentation of model version tracking and a record of model development.

Which solution meets these requirements?

Show Suggested Answer Hide Answer
Suggested Answer: C

Amazon SageMaker Model Cards provide a standardized way to document and track model information, including versions and performance. According to AWS documentation:

''SageMaker Model Cards provide a single source of truth for model information including intended use, training details, evaluation metrics, and ethical considerations to support governance and collaboration.''


by Man at Nov 23, 2025, 09:32 PM

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Robt
5 months ago
I feel like A is the safest bet for collaboration across institutes.
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Kimbery
5 months ago
True, but C provides a structured way to present models.
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Florinda
5 months ago
But C is more specific to SageMaker, A is more general.
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Valda
6 months ago
C could work too. SageMaker Model Cards are useful for documentation.
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Kimbery
6 months ago
C) SageMaker Model Cards sounds interesting too!
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Dortha
6 months ago
Not sure if Git is enough for AI models though...
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Tomoko
6 months ago
Wait, can Amazon SageMaker Model Cards really do that?
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Carman
7 months ago
Totally agree, Git is the way to go!
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Vashti
7 months ago
A) Git is perfect for version control!
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Olive
7 months ago
Haha, B? What were they thinking? Fraud Detector for model versioning? That's a new one!
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Darrin
7 months ago
Option A all the way. Git is the go-to tool for version control, no doubt about it.
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Toi
7 months ago
I'd go with C. SageMaker Model Cards are designed for this exact use case.
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Idella
8 months ago
D is just plain weird. Comprehend is for text analysis, not model tracking.
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Ozell
8 months ago
B? Really? Amazon Fraud Detector for model versioning? That's like using a sledgehammer to crack a nut.
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Cherry
8 months ago
C looks promising. SageMaker Model Cards seem like a good fit for the requirements.
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Kanisha
8 months ago
Option A is the way to go. Git is the industry standard for version control.
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Vicki
8 months ago
I'm not entirely sure, but I remember something about Amazon SageMaker Model Cards being useful for documentation.
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Elroy
8 months ago
Option C seems like the most straightforward solution to meet the requirements. I'm familiar with using Git for version control, but the prompt specifically asks for a solution that tracks the model, so I think SageMaker Model Cards is the way to go.
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Rickie
9 months ago
Based on the requirements, I'm leaning towards option C. Tracking the model changes with Amazon SageMaker Model Cards seems like it would provide the standardized documentation and record of development that the company needs.
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Amie
9 months ago
I think option A, using Git, makes sense for version tracking since it's commonly used for code management.
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Lourdes
9 months ago
I agree, A makes sense. It's widely used and reliable.
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Lenora
9 months ago
I think A is the best choice. Git is great for version control.
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Shawnna
9 months ago
I feel like I've seen a question like this before, and I think option C might be the best choice for keeping track of model development.
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Joye
10 months ago
I’m confused about the other options, but I don’t think Amazon Comprehend is related to model tracking at all.
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Lauryn
10 months ago
I'm a bit confused about the difference between the options. Do Git, Amazon Fraud Detector, and Amazon Comprehend also have model tracking capabilities? I'll need to research those a bit more.
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Maynard
10 months ago
I think option C looks promising - using Amazon SageMaker Model Cards could be a good way to document the model versions and development process.
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Jenifer
4 months ago
Plus, it makes version control much easier to manage!
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Jesus
4 months ago
Definitely, it’s crucial for collaboration with research institutes.
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Ben
4 months ago
I like that it provides a structured way to present model info.
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Marti
5 months ago
Yeah, Amazon SageMaker Model Cards would really help with tracking.
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Paulina
5 months ago
I agree, option C seems like the best choice for documentation.
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