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MLS-C01 · Question #29

MLS-C01 Question #29: Real Exam Question with Answer & Explanation

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Machine Learning Implementation and Operations

Question

A Machine Learning Specialist is working with a large cybersecurity company that manages security events in real time for companies around the world. The cybersecurity company wants to design a solution that will allow it to use machine learning to score malicious events as anomalies on the data as it is being ingested. The company also wants be able to save the results in its data lake for later processing and analysis. What is the MOST efficient way to accomplish these tasks?

Options

  • AIngest the data using Amazon Kinesis Data Firehose, and use Amazon Kinesis Data Analytics
  • BIngest the data into Apache Spark Streaming using Amazon EMR, and use Spark MLlib with k-
  • CIngest the data and store it in Amazon S3. Use AWS Batch along with the AWS Deep Learning
  • DIngest the data and store it in Amazon S3. Have an AWS Glue job that is triggered on demand

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Topics

#Real-time ML#Streaming Data Processing#Anomaly Detection#AWS Kinesis
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