Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 148

Question

You are training an ML model using data stored in BigQuery that contains several values that are considered Personally Identifiable Information (PII). You need to reduce the sensitivity of the dataset before training your model. Every column is critical to your model. How should you proceed?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: Use the Cloud Data Loss Prevention (DLP) API to scan for sensitive data, and use Dataflow with the DLP API to encrypt sensitive values with Format Preserving Encryption. Dataflow runs serverless Apache Beam pipelines for stream and batch data processing with autoscaling.

Google Cloud Professional Machine Learning Engineer PMLE — Question 148