Free Amazon MLA-C01 Exam Questions

Become Amazon Certified with updated MLA-C01 exam questions and correct answers

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Total 254 Questions | Updated On: Feb 20, 2025

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Question 1

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

A : will only be used in healthcare

B : will be boundless with applications in various fields

C : will become obsolete

D : will be limited to fraud detection

Answer: B

Question 2

Which solution will meet these requirements?

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

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

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

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

Answer: A

Question 3

A Machine Learning Specialist is preparing data for training on Amazon SageMaker.The Specialist is using one of the SageMaker built-in algorithms for the training.The dataset is stored in .CSV format and is transformed into a numpy.array, which appears to be negatively affecting the speed of the training.What should the Specialist do to optimize the data for training on SageMaker?

A : AWS Glue to compress the data into the Apache Parquet format.

B : the SageMaker hyperparameter optimization feature to automatically optimize the data.

C : ansform the dataset into the RecordIO protobuf format.

D : the SageMaker batch transform feature to transform the training data into a DataFrame.

Answer: C

Question 4

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 : eate a FindMatches machine learning transform in AWS Glue.

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

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

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

Answer: A

Question 5

What is the primary purpose of collecting more data in the Amazon ML flywheel?

A : store for future use without immediate application.

B : improve the accuracy of predictions and drive further efficiency.

C : validate past decisions without influencing future strategies.

D : limit the scope of machine learning applications to predefined areas.

Answer: B

Page: 1 / 51

Total 254 Questions | Updated On: Feb 20, 2025

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