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Exam Code:	DP-203
Exam Name:	Data Engineering on Microsoft Azure
Certification Provider:	Microsoft
Free Question Number:	156
Version:	v2024-05-02
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Exam Question List: Question 1: You have an Azure subscription that contains an Azure Databr...; Question 2: You have an Azure Databricks workspace named workspace1 in t...; Question 3: You build an Azure Data Factory pipeline to move data from a...; Question 4: You have a table in an Azure Synapse Analytics dedicated SQL...; Question 5: In Azure Data Factory, you have a schedule trigger that is s...; Question 6: You plan to create an Azure Data Lake Storage Gen2 account Y...; Question 7: You plan to use an Apache Spark pool in Azure Synapse Analyt...; Question 8: You have a partitioned table in an Azure Synapse Analytics d...; Question 9: You need to design a data retention solution for the Twitter...; Question 10: Note: This question is part of a series of questions that pr...; Question 11: You need to output files from Azure Data Factory. Which file...; Question 12: You are designing an inventory updates table in an Azure Syn...; Question 13: You use PySpark in Azure Databricks to parse the following J...; Question 14: that has the activity shown in the following exhibit. (Exhib...; Question 15: You have an Azure Stream Analytics job that receives clickst...; Question 16: You have an Azure SQL database named Database1 and two Azure...; Question 17: You are building a data flow in Azure Data Factory that upse...; Question 18: What should you recommend to prevent users outside the Litwa...; Question 19: You are batch loading a table in an Azure Synapse Analytics ...; Question 20: You have an Azure subscription that contains an Azure Synaps...; Question 21: You have a data warehouse in Azure Synapse Analytics. You ne...; Question 22: You plan to monitor an Azure data factory by using the Monit...; Question 23: You are designing a monitoring solution for a fleet of 500 v...; Question 24: You are building an Azure Stream Analytics job to identify h...; Question 25: You have an Azure Synapse Analytics dedicated SQL pool. You ...; Question 26: You need to collect application metrics, streaming query eve...; Question 27: You have an enterprise data warehouse in Azure Synapse Analy...; Question 28: You have an Azure Data Lake Storage account that contains a ...; Question 29: You have an Azure data factor/ connected to a Git repository...; Question 30: You develop a dataset named DBTBL1 by using Azure Databricks...; Question 31: You have an Azure Synapse Analytics serverless SQL pool, an ...; Question 32: You are designing an Azure Data Lake Storage solution that w...; Question 33: You have an Azure subscription that contains an Azure Synaps...; Question 34: You are designing a security model for an Azure Synapse Anal...; Question 35: You have an Azure Data Factory that contains 10 pipelines. Y...; Question 36: You are designing a date dimension table in an Azure Synapse...; Question 37: You have an Azure data factory. You need to examine the pipe...; Question 38: You are designing an Azure Databricks cluster that runs user...; Question 39: You have an Azure data factory. You need to examine the pipe...; Question 40: What should you recommend using to secure sensitive customer...; Question 41: You have an Azure Blob storage account that contains a folde...; Question 42: You are designing an Azure Databricks table. The table will ...; Question 43: You have an Azure subscription that contains the resources s...; Question 44: You have an Azure subscription that is linked to a hybrid Az...; Question 45: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 46: You are designing an enterprise data warehouse in Azure Syna...; Question 47: You have an Azure Data Lake Storage account that has a virtu...; Question 48: Note: The question is part of a series of questions that pre...; Question 49: You need to design a data retention solution for the Twitter...; Question 50: You have an Azure Data Lake Storage account that contains a ...; Question 51: You need to integrate the on-premises data sources and Azure...; Question 52: You have an Azure Data Lake Storage Gen2 account that contai...; Question 53: The storage account container view is shown in the Refdata e...; Question 54: You have two fact tables named Flight and Weather. Queries t...; Question 55: Note: This question is part of a series of questions that pr...; Question 56: You are implementing Azure Stream Analytics windowing functi...; Question 57: You have an Azure Data Factory pipeline that contains a data...; Question 58: You have an Azure subscription that contains an Azure Synaps...; Question 59: You have an Azure Synapse Analytics dedicated SQL pool named...; Question 60: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 61: You need to create a partitioned table in an Azure Synapse A...; Question 62: You have a Microsoft SQL Server database that uses a third n...; Question 63: You have an Azure Synapse Analytics dedicated SQL pool named...; Question 64: You are designing an Azure Stream Analytics job to process i...; Question 65: You are designing the folder structure for an Azure Data Lak...; Question 66: You are designing an Azure Data Lake Storage Gen2 container ...; Question 67: You are designing a real-time dashboard solution that will v...; Question 68: You have files and folders in Azure Data Lake Storage Gen2 f...; Question 69: Note: This question is part of a series of questions that pr...; Question 70: You are designing an Azure Synapse Analytics dedicated SQL p...; Question 71: Note: This question is part of a series of questions that pr...; Question 72: You are designing an anomaly detection solution for streamin...; Question 73: You configure version control for an Azure Data Factory inst...; Question 74: You have an Azure Synapse Analytics dedicated SQL pool mat c...; Question 75: You need to design a solution that will process streaming da...; Question 76: You are processing streaming data from vehicles that pass th...; Question 77: You are designing a dimension table for a data warehouse. Th...; Question 78: You are building a database in an Azure Synapse Analytics se...; Question 79: You have an Azure subscription that contains an Azure Data L...; Question 80: The following code segment is used to create an Azure Databr...; Question 81: You have an Azure Synapse Analytics dedicated SQL pool. You ...; Question 82: You have an Azure Data Factory instance named ADF1 and two A...; Question 83: You have an Azure Synapse Analytics dedicated SQL pod. You n...; Question 84: You are building an Azure Stream Analytics job that queries ...; Question 85: You have an Azure Factory instance named DF1 that contains a...; Question 86: You have an Azure Data Lake Storage Gen 2 account named stor...; Question 87: You have the following table named Employees. (Exhibit) You ...; Question 88: You are designing a fact table named FactPurchase in an Azur...; Question 89: You have an Azure Databricks workspace named workspace! in t...; Question 90: You are designing a financial transactions table in an Azure...; Question 91: You have an Azure subscription that contains an Azure Synaps...; Question 92: You plan to create a real-time monitoring app that alerts us...; Question 93: You have an Azure Data Factory pipeline shown the following ...; Question 94: You use Azure Data Factory to prepare data to be queried by ...; Question 95: You plan to create a dimension table in Azure Synapse Analyt...; Question 96: You have an Azure subscription that contains the resources s...; Question 97: You are building an Azure Data Factory solution to process d...; Question 98: You have an Azure Synapse Analytics dedicated SQL pool. You ...; Question 99: You are creating a new notebook in Azure Databricks that wil...; Question 100: You have an Azure subscription that contains an Azure Synaps...; Question 101: A company purchases IoT devices to monitor manufacturing mac...; Question 102: You configure monitoring for a Microsoft Azure SQL Data Ware...; Question 103: You are designing an Azure Synapse Analytics workspace. You ...; Question 104: You have an Azure Synapse Analytics dedicated SQL pool named...; Question 105: You have an Azure subscription that contains an Azure Synaps...; Question 106: Note: This question is part of a series of questions that pr...; Question 107: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 108: You need to implement versioned changes to the integration p...; Question 109: You need to schedule an Azure Data Factory pipeline to execu...; Question 110: You use Azure Data Lake Storage Gen2 to store data that data...; Question 111: Note: This question is part of a series of questions that pr...; Question 112: Note: This question is part of a series of questions that pr...; Question 113: You need to implement an Azure Databricks cluster that autom...; Question 114: You have an Azure Active Directory (Azure AD) tenant that co...; Question 115: You have an Azure Databricks workspace and an Azure Data Lak...; Question 116: You need to build a solution to ensure that users can query ...; Question 117: You are designing a security model for an Azure Synapse Anal...; Question 118: You are planning the deployment of Azure Data Lake Storage G...; Question 119: You have an Azure subscription that contains an Azure Cosmos...; Question 120: You are deploying a lake database by using an Azure Synapse ...; Question 121: You have an Azure data factory that has the Git repository s...; Question 122: You are responsible for providing access to an Azure Data La...; Question 123: You plan to perform batch processing in Azure Databricks onc...; Question 124: You are designing an application that will use an Azure Data...; Question 125: You have an Azure data factory. You need to ensure that pipe...; Question 126: You are planning a solution to aggregate streaming data that...; Question 127: You have an Azure Synapse Analytics dedicated SQL pool. You ...; Question 128: Note: This question is part of a series of questions that pr...; Question 129: You plan to create a table in an Azure Synapse Analytics ded...; Question 130: You have an Azure Synapse Analytics Apache Spark pool named ...; Question 131: You are monitoring an Azure Stream Analytics job. The Backlo...; Question 132: You have an Azure Data Lake Storage Gen2 account that contai...; Question 133: You plan to implement an Azure Data Lake Storage Gen2 contai...; Question 134: You have two Azure Storage accounts named Storage1 and Stora...; Question 135: You plan to build a structured streaming solution in Azure D...; Question 136: You are designing the folder structure for an Azure Data Lak...; Question 137: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 138: Note: This question is part of a series of questions that pr...; Question 139: You have the following Azure Stream Analytics query. (Exhibi...; Question 140: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 141: You have an Azure data factory named ADM that contains a pip...; Question 142: You have an enterprise data warehouse in Azure Synapse Analy...; Question 143: You have an Azure Data Lake Storage Gen2 account that contai...; Question 144: You have a data model that you plan to implement in a data w...; Question 145: You plan to create an Azure Data Factory pipeline that will ...; Question 146: You plan to create an Azure Synapse Analytics dedicated SQL ...; Question 147: You need to design the partitions for the product sales tran...; Question 148: You are designing a star schema for a dataset that contains ...; Question 149: You are designing an Azure Synapse Analytics dedicated SQL p...; Question 150: You have several Azure Data Factory pipelines that contain a...; Question 151: You plan to ingest streaming social media data by using Azur...; Question 152: You plan to develop a dataset named Purchases by using Azure...; Question 153: You have an Azure Stream Analytics query. The query returns ...; Question 154: You have an Azure Data Lake Storage Gen2 container. Data is ...; Question 155: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 156: You are designing an application that will store petabytes o...

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