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 23 discussion

Exam question from Amazon's AWS Certified Machine Learning Engineer - Associate MLA-C01
Question #: 23
Topic #: 1
[All AWS Certified Machine Learning Engineer - Associate MLA-C01 Questions]

An ML engineer is training a simple neural network model. The ML engineer tracks the performance of the model over time on a validation dataset. The model's performance improves substantially at first and then degrades after a specific number of epochs.
Which solutions will mitigate this problem? (Choose two.)

  • A. Enable early stopping on the model.
  • B. Increase dropout in the layers.
  • C. Increase the number of layers.
  • D. Increase the number of neurons.
  • E. Investigate and reduce the sources of model bias.
Show Suggested Answer Hide Answer
Suggested Answer: AB 🗳️
by GiorgioGss at Nov. 27, 2024, 9:05 p.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
Saransundar
Highly Voted 5 months ago
Selected Answer: AB
The issue is overfitting. Soln:- A. Early stopping:- Stops training when validation performance declines B. Increase dropout:- reduces overfitting by randomly disabling neurons
upvoted 5 times
...
GiorgioGss
Most Recent 5 months, 1 week ago
Selected Answer: AB
"improves substantially at first and then degrades after a specific number of epochs." Clear sign to stop it early and to drop
upvoted 2 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