DP-203 V1

You have files and folders in Azure Data Lake Storage Gen2 for an Azure Synapse workspace as shown in the following exhibit. You create an external table named ExtTable that has LOCATION='/topfolder/'. When you query ExtTable by using an Azure Synapse Analytics serverless SQL pool, which files are returned?A ....

You have an Azure Databricks resource. You need to log actions that relate to changes in compute for the Databricks resource. Which Databricks services should you log?A . clustersB . workspaceC . DBFSD . SSH E lobsView AnswerAnswer: B Explanation: Cloud Provider Infrastructure Logs.Databricks logging allows security and admin teams...

You build a data warehouse in an Azure Synapse Analytics dedicated SQL pool. Analysts write a complex SELECT query that contains multiple JOIN and CASE statements to transform data for use in inventory reports. The inventory reports will use the data and additional WHERE parameters depending on the report. The...

You are designing an Azure Synapse Analytics dedicated SQL pool. You need to ensure that you can audit access to Personally Identifiable information (PII). What should you include in the solution?A . dynamic data maskingB . row-level security (RLS)C . sensitivity classificationsD . column-level securityView AnswerAnswer: C Explanation: Data Discovery...

DRAG DROP You plan to create a table in an Azure Synapse Analytics dedicated SQL pool. Data in the table will be retained for five years. Once a year, data that is older than five years will be deleted. You need to ensure that the data is distributed evenly across...

You have an Azure Synapse Analytics dedicated SQL pool that contains a table named Table1. You have files that are ingested and loaded into an Azure Data Lake Storage Gen2 container named container1. You plan to insert data from the files into Table1 and azure Data Lake Storage Gen2 container...

You use Azure Stream Analytics to receive Twitter data from Azure Event Hubs and to output the data to an Azure Blob storage account. You need to output the count of tweets during the last five minutes every five minutes. Each tweet must only be counted once. Which windowing function...

CORRECT TEXT You are designing an Azure Data Lake Storage Gen2 container to store data for the human resources (HR) department and the operations department at your company. You have the following data access requirements: • After initial processing, the HR department data will be retained for seven years. •...

What should you recommend using to secure sensitive customer contact information?A . data labelsB . column-level securityC . row-level securityD . Transparent Data Encryption (TDE)View AnswerAnswer: B Explanation: Scenario: All cloud data must be encrypted at rest and in transit. Always Encrypted is a feature designed to protect sensitive data...

HOTSPOT You need to implement an Azure Synapse Analytics database object for storing the sales transactions data. The solution must meet the sales transaction dataset requirements. What solution must meet the sales transaction dataset requirements. What should you do? To answer, select the appropriate options in the answer area. NOTE:...