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Question 1

Which type of workloads are compatible with Auto Loader?

Options :

A : Streaming workloads

B : Machine learning workloads

C : Serverless workloads

D : Batch workloads

E : Dashboard workloads

Answer: A

Question 2

You had setup a new all-purpose cluster, but the cluster is unable to start which of the following steps do you need to take to resolve this issue?

Options :

A : Check the cluster driver logs

B : Check the cluster event logs

C : Workspace logs

D : Storage account

E : Data plane

Answer: B

Question 3

A data engineer has a Job with multiple tasks that runs nightly. Each of the tasks runs slowly because the clusters take a long time to start.

Which action can the data engineer perform to improve the start up time for the clusters used for the Job?

Options :

A : They can use endpoints available in Databricks SQL

B : They can use jobs clusters instead of all-purpose clusters

C : They can configure the clusters to be single-node

D : They can use clusters that are from a cluster pool

E : They can configure the clusters to autoscale for larger data sizes

Answer: D

Question 4

You would like to build a streaming process to read from a Kafka queue and write to a Delta table every 15 minutes, what is the correct trigger option

Options :

A : trigger("15 minutes")

B : trigger(process "15 minutes")

C : trigger(processingTime = 15)

D : trigger(processingTime = "15 Minutes")

E : trigger(15)

Answer: D

Question 5

A data engineer has a single-task Job that runs each morning before they begin working. After identifying an upstream data issue, they need to set up another task to run a new notebook prior to the original task.Which approach can the data engineer use to set up the new task?

Options :

A : They can clone the existing task in the existing Job and update it to run the new notebook.

B : They can create a new task in the existing Job and then add it as a dependency of the original task.

C : They can create a new task in the existing Job and then add the original task as a dependency of the new task.

D : They can create a new job from scratch and add both tasks to run concurrently.

E : They can clone the existing task to a new Job and then edit it to run the new notebook.

Answer: C