Databricks-Certified-Data-Engineer-Associate Exam Question 1

A Delta Live Table pipeline includes two datasets defined using STREAMING LIVE TABLE. Three datasets are defined against Delta Lake table sources using LIVE TABLE.
The table is configured to run in Production mode using the Continuous Pipeline Mode.
Assuming previously unprocessed data exists and all definitions are valid, what is the expected outcome after clicking Start to update the pipeline?
  • Databricks-Certified-Data-Engineer-Associate Exam Question 2

    In which of the following scenarios should a data engineer select a Task in the Depends On field of a new Databricks Job Task?
  • Databricks-Certified-Data-Engineer-Associate Exam Question 3

    A data engineer has been using a Databricks SQL dashboard to monitor the cleanliness of the input data to a data analytics dashboard for a retail use case. The job has a Databricks SQL query that returns the number of store-level records where sales is equal to zero. The data engineer wants their entire team to be notified via a messaging webhook whenever this value is greater than 0.
    Which of the following approaches can the data engineer use to notify their entire team via a messaging webhook whenever the number of stores with $0 in sales is greater than zero?
  • Databricks-Certified-Data-Engineer-Associate Exam Question 4

    A data engineer needs to determine whether to use the built-in Databricks Notebooks versioning or version their project using Databricks Repos.
    Which of the following is an advantage of using Databricks Repos over the Databricks Notebooks versioning?
  • Databricks-Certified-Data-Engineer-Associate Exam Question 5

    Which of the following describes a scenario in which a data team will want to utilize cluster pools?