Video upload date:  · Duration: PT1H46M27S  · Language: EN

Scenario: A data scientist has developed a gcp video

data-engineer-pro video for scenario: A data scientist has developed a BigQuery ML model and requests your assistance in setting up an ML pipeline for serving

This is a dedicated watch page for a single video.

Full Certification Question

Scenario: A data scientist has developed a BigQuery ML model and requests your assistance in setting up an ML pipeline for serving predictions. Your REST API application needs to provide predictions for a single user ID with a latency of less than 100 milliseconds. The prediction query used is: SELECT predicted_label, user_id FROM ML.PREDICT (MODEL 'dataset.model', table user_features). Question: How can you establish the ML pipeline to meet the requirements of serving predictions for an individual user ID within 100 milliseconds using the given prediction query?