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Exam Code:	DP-203
Exam Name:	Data Engineering on Microsoft Azure
Certification Provider:	Microsoft
Free Question Number:	139
Version:	v2025-03-07
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Exam Question List: Question 1: You are designing an enterprise data warehouse in Azure Syna...; Question 2: You have an Azure Synapse Analytics dedicated SQL pool. You ...; Question 3: You have two fact tables named Flight and Weather. Queries t...; Question 4: You have an Azure data factor/ connected to a Git repository...; Question 5: You have an Azure Stream Analytics job. You need to ensure t...; Question 6: You have Azure Data Factory configured with Azure Repos Git ...; Question 7: You implement an enterprise data warehouse in Azure Synapse ...; Question 8: You use Azure Data Lake Storage Gen2. You need to ensure tha...; Question 9: You have an Azure Data Lake Storage Gen2 account that contai...; Question 10: You plan to ingest streaming social media data by using Azur...; Question 11: You have an enterprise data warehouse in Azure Synapse Analy...; Question 12: You have an Azure subscription that contains an Azure Data L...; Question 13: You have an Azure data factory that is configured to use a G...; Question 14: You have an Azure Synapse Analytics workspace. You plan to d...; Question 15: Note: The question is part of a series of questions that pre...; Question 16: You are designing an Azure Stream Analytics solution that re...; Question 17: You have an Azure Data Factory pipeline named pipeline1 that...; Question 18: You have an Azure Synapse Analytics dedicated SQL pool. You ...; Question 19: You have an Azure Data Lake Storage account that contains CS...; Question 20: You have a SQL pool in Azure Synapse. You plan to load data ...; Question 21: You are developing a solution that will stream to Azure Stre...; Question 22: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 23: You plan to develop a dataset named Purchases by using Azure...; Question 24: What should you recommend to prevent users outside the Litwa...; Question 25: You have an Azure Synapse Analytics dedicated SQL pool. You ...; Question 26: You have an Azure Synapse Analytics dedicated SQL pool named...; Question 27: You need to implement an Azure Databricks cluster that autom...; Question 28: You are designing the folder structure for an Azure Data Lak...; Question 29: You have an Azure SQL database named DB1 and an Azure Data F...; Question 30: Note: This question is part of a series of questions that pr...; Question 31: You have an Azure Synapse Analytics workspace that contains ...; Question 32: You have an Azure Synapse Analytics SQL pool named Pool1 on ...; Question 33: You need to design an Azure Synapse Analytics dedicated SQL ...; Question 34: You are building a data flow in Azure Data Factory that upse...; Question 35: You have an Azure Synapse Analytics dedicated SQL pool named...; Question 36: You are monitoring an Azure Stream Analytics job. You discov...; Question 37: Which Azure Data Factory components should you recommend usi...; Question 38: You plan to create a dimension table in Azure Synapse Analyt...; Question 39: You have an Azure data factory. You execute a pipeline that ...; Question 40: You plan to use an Apache Spark pool in Azure Synapse Analyt...; Question 41: You have an Azure Data lake Storage account that contains a ...; Question 42: You have an Azure Synapse Analytics workspace named WS1 that...; Question 43: You are performing exploratory analysis of the bus fare data...; Question 44: You have a self-hosted integration runtime in Azure Data Fac...; Question 45: You have an Azure subscription that contains an Azure Blob S...; Question 46: You need to schedule an Azure Data Factory pipeline to execu...; Question 47: You have an Azure Synapse Analytics dedicated SQL Pool1. Poo...; Question 48: You have an Azure Stream Analytics job that is a Stream Anal...; Question 49: You need to design a data retention solution for the Twitter...; Question 50: You need to implement an Azure Synapse Analytics database ob...; Question 51: You are designing 2 solution that will use tables in Delta L...; Question 52: You have an Azure subscription that contains an Azure Synaps...; Question 53: You are designing an Azure Databricks interactive cluster. T...; Question 54: You have a table named SalesFact in an enterprise data wareh...; Question 55: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 56: You have an enterprise data warehouse in Azure Synapse Analy...; Question 57: You have an Azure subscription that contains an Azure Data L...; Question 58: You are designing an anomaly detection solution for streamin...; Question 59: You have an Azure Data Factory pipeline that has the activit...; Question 60: You have an Azure Data Factory pipeline named pipeline1 that...; Question 61: You have an Azure subscription that contains the resources s...; Question 62: You have an Azure Data Lake Storage Gen2 account that contai...; Question 63: You are building an Azure Stream Analytics job to retrieve g...; Question 64: You have an Azure Synapse Analytics dedicated SQL pool named...; Question 65: You are designing a real-time dashboard solution that will v...; Question 66: you have a project in Azure DevOps that contains a repositor...; Question 67: You are designing a highly available Azure Data Lake Storage...; Question 68: You plan to perform batch processing in Azure Databricks onc...; Question 69: Note: This question is part of a series of questions that pr...; Question 70: You are designing an application that will use an Azure Data...; Question 71: You have two Azure SQL databases named DB1 and DB2. DB1 cont...; Question 72: You are building an Azure Data Factory solution to process d...; Question 73: You have two Azure Storage accounts named Storage1 and Stora...; Question 74: You have the following table named Employees. (Exhibit) You ...; Question 75: You have an Azure Synapse Analytics dedicated SQL pool named...; Question 76: You have an Azure Synapse Analytics dedicated SQL pool. You ...; Question 77: A company purchases IoT devices to monitor manufacturing mac...; Question 78: You are monitoring an Azure Stream Analytics job. The Backlo...; Question 79: You have an Azure Data Factory pipeline that performs an inc...; Question 80: You plan to monitor an Azure data factory by using the Monit...; Question 81: You have an Azure Stream Analytics query. The query returns ...; Question 82: You have an Azure data factory that connects to a Microsoft ...; Question 83: In Azure Data Factory, you have a schedule trigger that is s...; Question 84: You have an Azure Synapse Analytics dedicated SQL pool named...; Question 85: You have an Azure subscription that contains an Azure Synaps...; Question 86: You configure version control for an Azure Data Factory inst...; Question 87: You are responsible for providing access to an Azure Data La...; Question 88: You have a partitioned table in an Azure Synapse Analytics d...; Question 89: You have an Azure Synapse Analytics dedicated SQL pool named...; Question 90: You are designing an Azure Databricks table. The table will ...; Question 91: You have an Azure Data Lake Storage account that contains a ...; Question 92: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 93: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 94: You are designing an Azure Synapse Analytics dedicated SQL p...; Question 95: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 96: You are designing a dimension table for a data warehouse. Th...; Question 97: You are designing an Azure Databricks cluster that runs user...; Question 98: You are designing a financial transactions table in an Azure...; Question 99: You need to create a partitioned table in an Azure Synapse A...; Question 100: A company plans to use Platform-as-a-Service (PaaS) to creat...; Question 101: Note: This question is part of a series of questions that pr...; Question 102: You have the Azure Synapse Analytics pipeline shown in the f...; Question 103: The following code segment is used to create an Azure Databr...; Question 104: From a website analytics system, you receive data extracts a...; Question 105: You have an Azure Data Factory version 2 (V2) resource named...; Question 106: You have an Azure Synapse serverless SQL pool. You need to r...; Question 107: You have an Azure Synapse Analytics dedicated SQL pod. You n...; Question 108: You have an Azure subscription that contains an Azure Databr...; Question 109: You have an Azure subscription that contains an Azure Synaps...; Question 110: You are implementing an Azure Stream Analytics solution to p...; Question 111: You have two fact tables named Flight and Weather. Queries t...; Question 112: You have an Azure subscription that contains an Azure Synaps...; Question 113: You use Azure Data Lake Storage Gen2 to store data that data...; Question 114: You are batch loading a table in an Azure Synapse Analytics ...; Question 115: You have an Azure subscription that contains a Microsoft Pur...; Question 116: You plan to create an Azure Data Factory pipeline that will ...; Question 117: You have an Azure Data Lake Storage Gen2 account named accou...; Question 118: You have an Azure Synapse Analytics dedicated SQL pool. You ...; Question 119: Note: This question is part of a series of questions that pr...; Question 120: You need to ensure that the Twitter feed data can be analyze...; Question 121: You use Azure Stream Analytics to receive Twitter data from ...; Question 122: You have an Azure Data Lake Storage Gen2 container. Data is ...; Question 123: You have an Azure subscription that contains a Microsoft Pur...; Question 124: You have an Azure data factory that connects to a Microsoft ...; Question 125: You have an Azure subscription that contains an Azure Synaps...; Question 126: You need to output files from Azure Data Factory. Which file...; Question 127: You have a table in an Azure Synapse Analytics dedicated SQL...; Question 128: You develop a dataset named DBTBL1 by using Azure Databricks...; Question 129: You are designing a statistical analysis solution that will ...; Question 130: You configure monitoring for a Microsoft Azure SQL Data Ware...; Question 131: You are planning a solution to aggregate streaming data that...; Question 132: You need to integrate the on-premises data sources and Azure...; Question 133: You are implementing Azure Stream Analytics windowing functi...; Question 134: You need to design an analytical storage solution for the tr...; Question 135: You have an Azure Data Factory instance that contains two pi...; Question 136: You have an Azure subscription that contains an Azure Cosmos...; Question 137: You need to design a data retention solution for the Twitter...; Question 138: You need to design the partitions for the product sales tran...; Question 139: You have a Microsoft Purview account. The Lineage view of a ...

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