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Exam Code:	DP-203
Exam Name:	Data Engineering on Microsoft Azure
Certification Provider:	Microsoft
Free Question Number:	150
Version:	v2024-11-01
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Exam Question List: Question 1: You are implementing a batch dataset in the Parquet format. ...; Question 2: You have a Microsoft Purview account. The Lineage view of a ...; Question 3: You are designing a data mart for the human resources (MR) d...; Question 4: You have an Azure Databricks resource. You need to log actio...; Question 5: You have an Azure subscription that contains the resources s...; Question 6: You need to design a data retention solution for the Twitter...; Question 7: A company plans to use Apache Spark analytics to analyze int...; Question 8: You have an Azure data factory named ADM that contains a pip...; Question 9: You are designing an Azure Data Lake Storage solution that w...; Question 10: You have an Azure subscription that contains a Microsoft Pur...; Question 11: You have an Azure Data Factory that contains 10 pipelines. Y...; Question 12: You need to design a solution that will process streaming da...; Question 13: You have an Azure Data Factory pipeline shown the following ...; Question 14: You have the following table named Employees. (Exhibit) You ...; Question 15: You have an Azure Stream Analytics job named Job1. The metri...; Question 16: You have Azure Data Factory configured with Azure Repos Git ...; Question 17: You plan to implement an Azure Data Lake Storage Gen2 contai...; Question 18: You have an Azure Synapse Analytics dedicated SQL pool named...; Question 19: You have an Azure subscription that contains the following r...; Question 20: You have an enterprise data warehouse in Azure Synapse Analy...; Question 21: You have a partitioned table in an Azure Synapse Analytics d...; Question 22: You are designing a dimension table for a data warehouse. Th...; Question 23: You need to design a data ingestion and storage solution for...; Question 24: You have an Azure Data Lake Storage Gen2 container that cont...; Question 25: You have an Azure Data lake Storage account that contains a ...; Question 26: You need to implement the surrogate key for the retail store...; Question 27: You have the following Azure Stream Analytics query. (Exhibi...; Question 28: You have an activity in an Azure Data Factory pipeline. The ...; Question 29: You need to trigger an Azure Data Factory pipeline when a fi...; Question 30: You plan to use an Apache Spark pool in Azure Synapse Analyt...; Question 31: You have an Azure data factory that connects to a Microsoft ...; Question 32: You have an on-premises data warehouse that includes the fol...; Question 33: You are responsible for providing access to an Azure Data La...; Question 34: You have an Azure Stream Analytics job that is a Stream Anal...; Question 35: You have an Azure Data Factory pipeline named pipeline1 that...; Question 36: From a website analytics system, you receive data extracts a...; Question 37: You need to create an Azure Data Factory pipeline to process...; Question 38: You have an Azure Synapse Analytics dedicated SQL pool named...; Question 39: You are designing an Azure Databricks table. The table will ...; Question 40: You need to build a solution to ensure that users can query ...; Question 41: You are designing a fact table named FactPurchase in an Azur...; Question 42: You have an Azure Stream Analytics job. You need to ensure t...; Question 43: You need to create a partitioned table in an Azure Synapse A...; Question 44: You have an Azure Synapse Analytics dedicated SQL pod. You n...; Question 45: You are developing an Azure Synapse Analytics pipeline that ...; Question 46: You are designing an Azure Stream Analytics job to process i...; Question 47: You need to output files from Azure Data Factory. Which file...; Question 48: You have an Azure Synapse Analystics dedicated SQL pool that...; Question 49: Note: This question is part of a series of questions that pr...; Question 50: Note: This question is part of a series of questions that pr...; Question 51: Note: This question is part of a series of questions that pr...; Question 52: You implement an enterprise data warehouse in Azure Synapse ...; Question 53: You manage an enterprise data warehouse in Azure Synapse Ana...; Question 54: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 55: You have a Microsoft Entra tenant. The tenant contains an Az...; Question 56: You are batch loading a table in an Azure Synapse Analytics ...; Question 57: You have an Azure data factory that has the Git repository s...; Question 58: You have an Azure subscription that contains an Azure Synaps...; Question 59: You have an Azure Databricks workspace that contains a Delta...; Question 60: You have an enterprise data warehouse in Azure Synapse Analy...; Question 61: You have an Azure subscription that contains an Azure Synaps...; Question 62: You are designing a partition strategy for a fact table in a...; Question 63: You have an Azure SQL database named DB1 and an Azure Data F...; Question 64: You plan to ingest streaming social media data by using Azur...; Question 65: You are designing an Azure Data Lake Storage Gen2 container ...; Question 66: You are designing a highly available Azure Data Lake Storage...; Question 67: You are planning a solution to aggregate streaming data that...; Question 68: You plan to create a table in an Azure Synapse Analytics ded...; Question 69: You are designing a streaming data solution that will ingest...; Question 70: You are developing a solution that will stream to Azure Stre...; Question 71: You have an enterprise data warehouse in Azure Synapse Analy...; Question 72: You need to integrate the on-premises data sources and Azure...; Question 73: You have a table named SalesFact in an enterprise data wareh...; Question 74: You are implementing Azure Stream Analytics windowing functi...; Question 75: You have an Azure Synapse workspace named MyWorkspace that c...; Question 76: You have an Azure Data Factory instance that contains two pi...; Question 77: You have two Azure Blob Storage accounts named account1 and ...; Question 78: Which Azure Data Factory components should you recommend usi...; Question 79: You are designing an Azure Stream Analytics solution that re...; Question 80: You have an Azure data solution that contains an enterprise ...; Question 81: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 82: You have an Azure subscription that contains an Azure Databr...; Question 83: You have an Azure subscription that contains an Azure Synaps...; Question 84: You use Azure Data Factory to prepare data to be queried by ...; Question 85: Note: This question is part of a series of questions that pr...; Question 86: You have an Azure Synapse Analytics dedicated SQL pool that ...; Question 87: You have an Azure Synapse Analytics workspace. You plan to d...; Question 88: You develop a dataset named DBTBL1 by using Azure Databricks...; Question 89: You have an Azure Synapse Analytics dedicated SQL pool. You ...; Question 90: You have several Azure Data Factory pipelines that contain a...; Question 91: You are designing a solution that will copy Parquet files st...; Question 92: You are monitoring an Azure Stream Analytics job. You discov...; Question 93: You have an Azure subscription that contains an Azure Synaps...; Question 94: You have a table in an Azure Synapse Analytics dedicated SQL...; Question 95: Note: This question is part of a series of questions that pr...; Question 96: You need to ensure that the Twitter feed data can be analyze...; Question 97: You have an Azure Synapse Analytics dedicated SQL pool named...; Question 98: You are implementing a star schema in an Azure Synapse Analy...; Question 99: You are designing the folder structure for an Azure Data Lak...; Question 100: You are designing a sales transactions table in an Azure Syn...; Question 101: Note: This question is part of a series of questions that pr...; Question 102: You need to collect application metrics, streaming query eve...; Question 103: You need to design an analytical storage solution for the tr...; Question 104: You have an Azure Synapse Analytics dedicated SQL pool. You ...; Question 105: You need to schedule an Azure Data Factory pipeline to execu...; Question 106: Note: This question it part of a series of questions that pr...; Question 107: You are designing the folder structure for an Azure Data Lak...; Question 108: A company uses the Azure Data Lake Storage Gen2 service. You...; Question 109: You are designing an Azure Databricks interactive cluster. T...; Question 110: You have a C# application that process data from an Azure Io...; Question 111: You have an Azure Synapse Analytics Apache Spark pool named ...; Question 112: You have an Azure data factory. You execute a pipeline that ...; Question 113: You are designing a financial transactions table in an Azure...; Question 114: You are implementing an Azure Stream Analytics solution to p...; Question 115: You have an Azure Synapse Analytics workspace named WS1 that...; Question 116: You are performing exploratory analysis of the bus fare data...; Question 117: The following code segment is used to create an Azure Databr...; Question 118: You have an Azure data factory. You need to examine the pipe...; Question 119: In Azure Data Factory, you have a schedule trigger that is s...; Question 120: You plan to build a structured streaming solution in Azure D...; Question 121: You have an Azure subscription. You plan to build a data war...; Question 122: You have an Azure Synapse Analytics serverless SQL pool name...; Question 123: You have an Azure Data Lake Storage Gen2 account that contai...; Question 124: You have an enterprise-wide Azure Data Lake Storage Gen2 acc...; Question 125: You are designing an Azure Databricks interactive cluster. T...; Question 126: You need to implement versioned changes to the integration p...; Question 127: You have an Azure Synapse Analytics SQL pool named Pool1 on ...; Question 128: You are creating dimensions for a data warehouse in an Azure...; Question 129: You have an Azure Data Factory pipeline that contains a data...; Question 130: You are designing an application that will store petabytes o...; Question 131: What should you do to improve high availability of the real-...; Question 132: You have an Azure subscription linked to an Azure Active Dir...; Question 133: You have a data model that you plan to implement in a data w...; Question 134: You need to design a data retention solution for the Twitter...; Question 135: You have an Azure Stream Analytics job that read data from a...; Question 136: You have an Azure Synapse Analytics dedicated SQL pool named...; Question 137: You use Azure Data Lake Storage Gen2 to store data that data...; Question 138: You have an Azure data factor/ connected to a Git repository...; Question 139: You develop data engineering solutions for a company. A proj...; Question 140: You are creating an Azure Data Factory data flow that will i...; Question 141: You plan to create an Azure Data Lake Storage Gen2 account Y...; Question 142: You have an Azure subscription that contains a Microsoft Pur...; Question 143: You have an Azure Data Factory pipeline named Pipeline1!. Pi...; Question 144: You need to implement a Type 3 slowly changing dimension (SC...; Question 145: You are designing an Azure Databricks cluster that runs user...; Question 146: You have files and folders in Azure Data Lake Storage Gen2 f...; Question 147: You configure version control for an Azure Data Factory inst...; Question 148: You have an Azure Databricks workspace named workspace1 in t...; Question 149: You have an Azure Data Factory pipeline that is triggered ho...; Question 150: You are monitoring an Azure Stream Analytics job by using me...

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