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Amazon AIF-C01 Exam - Topic 1 Question 37 Discussion

Posted by Hannah on May 16, 2026 at 03:55 PM

A media streaming platform wants to provide movie recommendations to users based on the users' account history.

Suggested Answer: D

Amazon Personalize is a fully managed ML service for personalized recommendations (movies, products, music, etc.) based on user behavior and history.

Polly converts text to lifelike speech.

Comprehend performs NLP tasks like sentiment analysis.

Transcribe is speech-to-text.

Reference:

AWS Documentation -- Amazon Personalize


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25 comments · newest first
CL
Clara Ricci 2 days ago
D makes the most sense here because a personalized recommendations service uses user history, the tricky part is relying on behavioral signals, not just content.
JA
Janine 1 day ago
B) Amazon Comprehend could analyze reviews, but not history.
EM
Emelda 6 days ago
A) Amazon Polly sounds interesting, but not for this.
LI
Linsey 11 days ago
Agreed! It’s all about personalized recommendations.
CH
Chery 17 days ago
I think it's D) Amazon Personalize.
RY
Ryan 22 days ago
Definitely! It learns from what we watch.
AN
Antonio 27 days ago
D) Amazon Personalize makes the most sense for user history.
HE
Hermila 1 month ago
B) Amazon Comprehend could analyze reviews, but not history.
KA
Kayleigh 1 month ago
I feel like A) Amazon Polly is not relevant here.
EL
Elinore 1 month ago
Agreed! It’s all about personalized recommendations.
CA
Carey 2 months ago
I think it's D) Amazon Personalize.
MA
Margery 2 months ago
Nah, D is the clear choice here.
BE
Benedict 2 months ago
I thought it was A) Amazon Polly at first.
TR
Troy 2 months ago
Wait, isn't Amazon Comprehend for text analysis?
LA
Lazaro 2 months ago
Agreed, that makes the most sense!
MI
Mitzie 2 months ago
I think it's definitely D) Amazon Personalize.
ST
Stefany 3 months ago
D) Amazon Personalize is the best choice for recommendations!
EL
Eliseo 3 months ago
I thought it would be B) Amazon Comprehend, but I guess not?
ST
Stefany 3 months ago
Wait, are we sure it's not A) Amazon Polly?
RE
Rebbecca 3 months ago
Totally agree, that makes the most sense!
FE
Felicitas 3 months ago
I think it's definitely D) Amazon Personalize.
MI
Mitsue 3 months ago
I’m a bit confused; could Amazon Polly be relevant here? I thought it was more about text-to-speech.
HY
Hyman 4 months ago
I practiced a similar question, and I believe Amazon Personalize is definitely the right choice for user-based recommendations.
CA
Candra 4 months ago
I'm not entirely sure, but I remember something about Amazon Comprehend being used for text analysis, not recommendations.
KA
Kaycee 5 months ago
I think the answer might be D, Amazon Personalize, since it focuses on recommendations.
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