ExamTopics Logo
Mail Us[email protected]
Menu
Amazon Discussions
exam questions

Exam AWS Certified Machine Learning Engineer - Associate MLA-C01 All Questions

View all questions & answers for the AWS Certified Machine Learning Engineer - Associate MLA-C01 exam
Go to Exam

Exam AWS Certified Machine Learning Engineer - Associate MLA-C01 topic 1 question 66 discussion

Exam question from Amazon's AWS Certified Machine Learning Engineer - Associate MLA-C01
Question #: 66
Topic #: 1
[All AWS Certified Machine Learning Engineer - Associate MLA-C01 Questions]

A company has used Amazon SageMaker to deploy a predictive ML model in production. The company is using SageMaker Model Monitor on the model. After a model update, an ML engineer notices data quality issues in the Model Monitor checks.
What should the ML engineer do to mitigate the data quality issues that Model Monitor has identified?

  • A. Adjust the model's parameters and hyperparameters.
  • B. Initiate a manual Model Monitor job that uses the most recent production data.
  • C. Create a new baseline from the latest dataset. Update Model Monitor to use the new baseline for evaluations.
  • D. Include additional data in the existing training set for the model. Retrain and redeploy the model.
Show Suggested Answer Hide Answer
Suggested Answer: C 🗳️
by GiorgioGss at Nov. 28, 2024, 8:40 a.m.
Disclaimers:
  • - ExamTopics website is not related to, affiliated with, endorsed or authorized by Amazon.
  • - Trademarks, certification & product names are used for reference only and belong to Amazon.

Comments

Chosen Answer:
This is a voting comment (?). It is better to Upvote an existing comment if you don't have anything to add.
Switch to a voting comment New
Submit Cancel
Ell89
1 week, 2 days ago
Selected Answer: D
the model needs to be retrained
upvoted 2 times
...
Saransundar
1 month ago
Selected Answer: C
Model Monitor gives data quality issues --> Create new baseline --> Validate baseline --> Update Model Monitor with new baseline --> Reevaluate data quality --> Investigate and fix root cause (if issues persist) --> Monitor continuously
upvoted 1 times
...
GiorgioGss
1 month, 1 week ago
Selected Answer: C
If the problems start appearing "After a model update" then C is the only valid option.
upvoted 1 times
...
Community vote distribution
A (35%)
C (25%)
B (20%)
Other
Most Voted
A voting comment increases the vote count for the chosen answer by one.

Upvoting a comment with a selected answer will also increase the vote count towards that answer by one. So if you see a comment that you already agree with, you can upvote it instead of posting a new comment.

SaveCancel
exam
Someone Bought Contributor Access for:
SY0-701
London, 1 minute ago