Collaborating to manage data and models
Practise only this domain. 52 questions with explanations, 20 at a time.
Start this domainSample questions
- A payments company produces many builds of its fraud scoring model on Vertex AI. Auditors want a record of every build, the one currently serving live traffic, and the evaluation numbers for each build. Which capability should the team use?Easy
- A recommendation model is trained from nightly batch aggregates but scored using live event streams. You need the same feature definitions and values at training and serving time, with correct point-in-time history for training. What design is right?Hard
- An auditor asks which service records, for every pipeline run, the input datasets, the hyperparameters, and the resulting model versions, so that any artifact can be traced back to its origins. Which service answers that?Medium
- A research group wants notebook instances that can query a warehouse dataset but must have no route to the public internet. Which setup meets both requirements?Hard