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Exam Code:DP-203
Exam Name:Data Engineering on Microsoft Azure
Certification Provider:Microsoft
Free Question Number:165
Version:v2025-06-12
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Exam Question List
Question 1: You have an Azure data factory. You execute a pipeline that ...
Question 2: Vou have an Azure Data factory pipeline that has the logic f...
Question 3: You are designing an application that will store petabytes o...
Question 4: You have a SQL pool in Azure Synapse. You plan to load data ...
Question 5: You have an Azure subscription that contains an Azure Synaps...
Question 6: You have two fact tables named Flight and Weather. Queries t...
Question 7: You have an Azure subscription that contains an Azure Synaps...
Question 8: You have an Azure subscription that contains an Azure Synaps...
Question 9: You have an Azure Stream Analytics job that read data from a...
Question 10: You have an Azure Data Factory instance that contains two pi...
Question 11: Note: This question is part of a series of questions that pr...
Question 12: You are designing an Azure Data Lake Storage solution that w...
Question 13: You have an Azure subscription. You need to deploy an Azure ...
Question 14: You need to schedule an Azure Data Factory pipeline to execu...
Question 15: You are building an Azure Synapse Analytics dedicated SQL po...
Question 16: You are designing a folder structure for the files m an Azur...
Question 17: In Azure Data Factory, you have a schedule trigger that is s...
Question 18: You have an Azure Data Lake Storage Gen2 account named adls2...
Question 19: You have an Azure subscription that contains the resources s...
Question 20: You need to create an Azure Data Factory pipeline to process...
Question 21: You have an Azure Data Factory pipeline named pipeline1 that...
Question 22: You need to implement an Azure Databricks cluster that autom...
Question 23: You have an Azure Synapse Analytics workspace. You plan to d...
Question 24: You have an Azure Blob storage account named storage! and an...
Question 25: You have files and folders in Azure Data Lake Storage Gen2 f...
Question 26: You have an Azure subscription that contains an Azure Databr...
Question 27: You have an Azure subscription that contains a storage accou...
Question 28: You plan to monitor an Azure data factory by using the Monit...
Question 29: You have an Azure subscription that contains an Azure data f...
Question 30: You have an Azure Synapse Analytics dedicated SQL pool named...
Question 31: You have an Azure Storage account and a data warehouse in Az...
Question 32: You have a data model that you plan to implement in a data w...
Question 33: You are building an Azure Stream Analytics job to retrieve g...
Question 34: You develop a dataset named DBTBL1 by using Azure Databricks...
Question 35: A company purchases IoT devices to monitor manufacturing mac...
Question 36: You configure monitoring for a Microsoft Azure SQL Data Ware...
Question 37: You have an Azure Data Factory pipeline that performs an inc...
Question 38: You store files in an Azure Data Lake Storage Gen2 container...
Question 39: You have an Azure Synapse Analytics dedicated SQL pool named...
Question 40: You are designing an application that will use an Azure Data...
Question 41: You are developing an application that uses Azure Data Lake ...
Question 42: You are designing a financial transactions table in an Azure...
Question 43: You plan to ingest streaming social media data by using Azur...
Question 44: You are designing an Azure Synapse Analytics dedicated SQL p...
Question 45: You are building an Azure Analytics query that will receive ...
Question 46: You are designing a statistical analysis solution that will ...
Question 47: You have an enterprise data warehouse in Azure Synapse Analy...
Question 48: You are designing an Azure Synapse Analytics workspace. You ...
Question 49: Note: This question is part of a series of questions that pr...
Question 50: You need to design a data retention solution for the Twitter...
Question 51: You have an Azure Synapse Analytics dedicated SQL pool. You ...
Question 52: Note: This question is part of a series of questions that pr...
Question 53: You have an Azure Synapse serverless SQL pool. You need to r...
Question 54: You plan to create an Azure Data Factory pipeline that will ...
Question 55: You have an Azure subscription that contains an Azure Data L...
Question 56: You have an Azure Data Factory pipeline that has the activit...
Question 57: You have an Azure Data Lake Storage Gen2 account that contai...
Question 58: What should you recommend using to secure sensitive customer...
Question 59: You have an Azure Synapse Analytics pipeline named Pipeline1...
Question 60: You need to implement versioned changes to the integration p...
Question 61: You have an activity in an Azure Data Factory pipeline. The ...
Question 62: You are designing an Azure Data Lake Storage Gen2 structure ...
Question 63: You have an Azure Databricks workspace named workspace1 in t...
Question 64: you have a project in Azure DevOps that contains a repositor...
Question 65: You have a self-hosted integration runtime in Azure Data Fac...
Question 66: You have an Azure Synapse Analytics dedicated SQL Pool1. Poo...
Question 67: You need to trigger an Azure Data Factory pipeline when a fi...
Question 68: You are designing a monitoring solution for a fleet of 500 v...
Question 69: You plan to create a real-time monitoring app that alerts us...
Question 70: You need to design an Azure Synapse Analytics dedicated SQL ...
Question 71: You have an Azure subscription that contains an Azure Synaps...
Question 72: You have an Azure subscription that contains a logical Micro...
Question 73: You have an Azure Data Factory pipeline named pipeline1 that...
Question 74: You are designing an enterprise data warehouse in Azure Syna...
Question 75: You have an Azure Data Factory pipeline named Pipeline1!. Pi...
Question 76: You have the following Azure Data Factory pipelines * ingest...
Question 77: You have an Azure Synapse Analytics workspace named WS1 that...
Question 78: You have a trigger in Azure Data Factory configured as shown...
Question 79: You have an Azure SQL database named Database1 and two Azure...
Question 80: You use Azure Data Factory to create data pipelines. You are...
Question 81: You have a SQL pool in Azure Synapse. You discover that some...
Question 82: You are planning the deployment of Azure Data Lake Storage G...
Question 83: Note: This question is part of a series of questions that pr...
Question 84: You need to build a solution to ensure that users can query ...
Question 85: You have an Azure subscription that contains an Azure Cosmos...
Question 86: From a website analytics system, you receive data extracts a...
Question 87: You are planning a solution to aggregate streaming data that...
Question 88: You have an Azure Active Directory (Azure AD) tenant that co...
Question 89: You are designing an Azure Synapse solution that will provid...
Question 90: You have an enterprise data warehouse in Azure Synapse Analy...
Question 91: You are designing a solution that will copy Parquet files st...
Question 92: You have an Azure subscription that contains a Microsoft Pur...
Question 93: Note: This question is part of a series of questions that pr...
Question 94: You have an Azure subscription that contains an Azure Synaps...
Question 95: You have an Apache Spark DataFrame named temperatures. A sam...
Question 96: You are designing an enterprise data warehouse in Azure Syna...
Question 97: You have an Azure Synapse Analytics workspace that contains ...
Question 98: You have an Azure Synapse Analytics dedicated SQL pool that ...
Question 99: You have two fact tables named Flight and Weather. Queries t...
Question 100: You have an Azure Synapse Analytics dedicated SQL pool mat c...
Question 101: You have an Azure subscription that contains an Azure Synaps...
Question 102: You have an Azure Databricks workspace that contains a Delta...
Question 103: You need to design a data storage structure for the product ...
Question 104: You have an Azure Data Lake Storage Gen2 container. Data is ...
Question 105: You are creating an Azure Data Factory data flow that will i...
Question 106: You have data stored in thousands of CSV files in Azure Data...
Question 107: You have two Azure Storage accounts named Storage1 and Stora...
Question 108: You are designing an Azure Databricks interactive cluster. T...
Question 109: You have a C# application that process data from an Azure Io...
Question 110: You have a table in an Azure Synapse Analytics dedicated SQL...
Question 111: You have an enterprise data warehouse in Azure Synapse Analy...
Question 112: You need to design a data ingestion and storage solution for...
Question 113: You have an Azure Data Factory pipeline that is triggered ho...
Question 114: Note: This question is part of a series of questions that pr...
Question 115: You have an Azure Synapse Analytics SQL pool named Pool1 on ...
Question 116: You need to design a data retention solution for the Twitter...
Question 117: You use Azure Stream Analytics to receive Twitter data from ...
Question 118: You are designing 2 solution that will use tables in Delta L...
Question 119: You have an on-premises data warehouse that includes the fol...
Question 120: A company has a real-time data analysis solution that is hos...
Question 121: You have an Azure Data Lake Storage account that has a virtu...
Question 122: You have an Azure Synapse Analytics dedicated SQL pool that ...
Question 123: You need to collect application metrics, streaming query eve...
Question 124: You build a data warehouse in an Azure Synapse Analytics ded...
Question 125: You have an Azure subscription that contains an Azure Synaps...
Question 126: You have an Azure Synapse Analytics dedicated SQL pool. You ...
Question 127: You have an Azure Data Lake Storage Gen2 container that cont...
Question 128: You need to design a solution that will process streaming da...
Question 129: You have the following Azure Stream Analytics query. (Exhibi...
Question 130: You have an Azure Stream Analytics query. The query returns ...
Question 131: You have an Azure Factory instance named DF1 that contains a...
Question 132: You have a Microsoft Purview account. The Lineage view of a ...
Question 133: You are designing a slowly changing dimension (SCD) for supp...
Question 134: You have an Azure Synapse Analytics serverless SQL pool name...
Question 135: You plan to implement an Azure Data Lake Gen2 storage accoun...
Question 136: You plan to perform batch processing in Azure Databricks onc...
Question 137: What should you recommend to prevent users outside the Litwa...
Question 138: You plan to create a table in an Azure Synapse Analytics ded...
Question 139: You are designing the folder structure for an Azure Data Lak...
Question 140: Note: This question is part of a series of questions that pr...
Question 141: You are designing a data mart for the human resources (MR) d...
Question 142: Note: This question it part of a series of questions that pr...
Question 143: You have an Azure Data Lake Storage Gen2 account named accou...
Question 144: Vou have an Azure Synapse Analytics dedicated SQL pool. You ...
Question 145: You are planning a streaming data solution that will use Azu...
Question 146: You have an Azure Data Lake Storage account that contains CS...
Question 147: You have an Azure data factory named ADM. You currently publ...
Question 148: You have several Azure Data Factory pipelines that contain a...
Question 149: You are designing a highly available Azure Data Lake Storage...
Question 150: You are processing streaming data from vehicles that pass th...
Question 151: You have an Azure Data Factory that contains 10 pipelines. Y...
Question 152: You use Azure Data Factory to prepare data to be queried by ...
Question 153: You need to implement a Type 3 slowly changing dimension (SC...
Question 154: You have the following table named Employees. (Exhibit) You ...
Question 155: You have an Azure Data Factory version 2 (V2) resource named...
Question 156: You have an Azure subscription that contains an Azure Synaps...
Question 157: You have an Azure Synapse Analytics dedicated SQL pool named...
Question 158: You have an Azure Synapse Analystics dedicated SQL pool that...
Question 159: You have an Azure subscription that contains an Azure Databr...
Question 160: You are designing a highly available Azure Data Lake Storage...
Question 161: You have an Azure subscription that contains an Azure data f...
Question 162: You are designing a date dimension table in an Azure Synapse...
Question 163: You have an Azure SQL database named DB1 and an Azure Data F...
Question 164: You are designing an Azure Databricks table. The table will ...
Question 165: You have an Azure Databricks resource. You need to log actio...