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

Question

You are building an ML model to detect anomalies in real-time sensor data. You will use Pub/Sub to handle incoming requests. You want to store the results for analytics and visualization. How should you configure the pipeline?

Accepted Answer

Correct answer: A. The correct answer is A. Option A: 1 = Dataflow, 2 = AI Platform, 3 = BigQuery BigQuery is a serverless, petabyte-scale data warehouse for fast SQL analytics with no infrastructure to manage. Dataflow runs serverless Apache Beam pipelines for stream and batch data processing with autoscaling. This option meets the real-time / low-latency performance requirement.

Google Cloud Professional Machine Learning Engineer PMLE — Question 1