You have 90 minutes for 45 original multiple-choice questions. Each question has one best answer. Read the workload requirements before choosing: a method that works for a small batch may miss a recovery, access or freshness requirement in the scenario.
This form covers platform choices, ingestion, transformations, jobs, deployment, monitoring and governance. It also revisits Delta operations and incremental processing from the earlier five-section outline. These are independently written practice questions, not recalled certification items. The workspace checks each selection and explains the misconception behind each alternative. For a timed attempt, answer before opening hints or the worked example. A training result does not predict an official exam score. Afterward, use the explanations to identify the lessons you need to revisit.