Databricks-Certified-Professional-Data-Engineer Exam Question 76

You have configured AUTO LOADER to process incoming IOT data from cloud object storage every 15 mins, recently a change was made to the notebook code to update the processing logic but the team later realized that the notebook was failing for the last 24 hours, what steps team needs to take to reprocess the data that was not loaded after the notebook was corrected?
  • Databricks-Certified-Professional-Data-Engineer Exam Question 77

    A data architect is designing a data model that works for both video-based machine learning work-loads and
    highly audited batch ETL/ELT workloads.
    Which of the following describes how using a data lakehouse can help the data architect meet the needs of
    both workloads?
  • Databricks-Certified-Professional-Data-Engineer Exam Question 78

    A particular job seems to be performing slower and slower over time, the team thinks this started to happen when a recent production change was implemented, you were asked to take look at the job history and see if we can identify trends and root cause, where in the workspace UI can you perform this analysis?
  • Databricks-Certified-Professional-Data-Engineer Exam Question 79

    A data engineer is overwriting data in a table by deleting the table and recreating the table. Another data
    engineer suggests that this is inefficient and the table should simply be overwritten instead.
    Which of the following reasons to overwrite the table instead of deleting and recreating the table is incorrect?
  • Databricks-Certified-Professional-Data-Engineer Exam Question 80

    When scheduling Structured Streaming jobs for production, which configuration automatically recovers from query failures and keeps costs low?