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

Which solution will meet these requirements?

A : Use the SageMaker Feature Store GetRecord API with the record identifier.

B : Use the SageMaker Feature Store BatchGetRecord API with the record identifier. Filter to find the latest record.

C : Create an Amazon Athena query to retrieve the data from the feature table. Use the write_time value to find the latest record.

D : Create an Amazon Athena query to retrieve the data from the feature table.

Answer: A

Question 2

A data scientist needs to identify fraudulent user accounts for a company's ecommerce platform.The company wants the ability to determine if a newly created account is associated with a previously known fraudulent user. The data scientist is using AWS Glue to cleanse the company's application logs during ingestion.Which strategy will allow the data scientist to identify fraudulent accounts?

A : Create a FindMatches machine learning transform in AWS Glue.

B : Run the built-in FindDuplicates Amazon Athena query.

C : Create an AWS Glue crawler to infer duplicate accounts in the source data.

D : Search for duplicate accounts in the AWS Glue Data Catalog.

Answer: A

Question 3

What is the main goal of testing the model in ML?

A : To prepare the data for training

B : To generate predictions for new data

C : To construct input representations from raw variables

D : To evaluate the quality of the model on held-out data

Answer: D

Question 4

How is deep learning different from general machine learning?

A : It requires no domain knowledge.

B : It uses a layered architecture mimicking the human brain.

C : It relies solely on historical data.

D : It is unrelated to pattern recognition.

Answer: B

Question 5

Which aspect of AI does not directly involve machine learning?

A : Data extraction in Amazon Textract.

B : Intelligent search in Amazon Kendra.

C : Document analysis in Amazon Comprehend.

D : Rule-based automation without learning.

Answer: D

Page: 1 / 51

Total 254 Questions | Updated On: Apr 21, 2025

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