Free Practice Amazon MLA-C01 Exam Questions 2025

Stay ahead with 100% Free AWS Certified Machine Learning Engineer Associate MLA-C01 Dumps Practice Questions

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Total 254 Questions | Updated On: Apr 21, 2025

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Question 1

In what scenario would traditional programming techniques be preferable over ML?

A : When complex logic and scalability are required.

B : When the problem can be solved with simple rules.

C : When personalized recommendations are needed.

D : When quick adaptation to new data is necessary.

Answer: B

Question 2

What is an indication that ML might be an overcomplicated solution?

A : The problem involves generating personalized responses.

B : The problem can be solved with traditional algorithms.

C : The problem involves complex and dynamic data.

D : The problem requires quick adaptation to new data.

Answer: B

Question 3

A Data Scientist is training a multilayer perception (MLP) on a dataset with multiple classes.The target class of interest is unique compared to the other classes within the dataset, but it does not achieve an acceptable recall metric.The Data Scientist has already tried varying the number and size of the MLP's hidden layers, which has not significantly improved the results.A solution to improve recall must be implemented as quickly as possible.Which techniques should be used to meet these requirements?

A : Train an anomaly detection model instead of an MLP

B : Train an XGBoost model instead of an MLP

C : Gather more data using Amazon Mechanical Turk and then retrain

D : Add class weights to the MLP's loss function and then retrain

Answer: B

Question 4

What role will machine learning play in the future of technology?

A : It will only be used in healthcare

B : It will be boundless with applications in various fields

C : It will become obsolete

D : It will be limited to fraud detection

Answer: B

Question 5

How does the Amazon flywheel model ensure continuous improvement and growth?

A : By using feedback loops that integrate customer experience, selection, and pricing.

B : By limiting the scope of operational improvements to cost reduction only.

C : By avoiding changes to business practices.

D : By maintaining a static approach to business operations.

Answer: A

Page: 1 / 51

Total 254 Questions | Updated On: Apr 21, 2025

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