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How Do You Catalog and Classify Data Using Purview?

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How Do You Catalog and Classify Data Using Purview? Introduction In modern enterprises, data governance is as critical as data analytics. Organizations must understand what data they have, where it resides, and how sensitive it is. Microsoft Purview addresses these challenges by offering a unified data governance solution. Professionals pursuing an Azure Data Engineer Course Online often start with Purview to master data discovery, classification, and compliance in Azure ecosystems. Table of Contents 1.     What Is Microsoft Purview? 2.     Why Data Cataloging and Classification Matter 3.     Core Components of Microsoft Purview 4.     How Data Cataloging Works in Purview 5.     How Data Classification Works in Purview 6.     Step-by-Step: Catalog and Classify Data Using Purview 7.     Best Practices for Using Microsoft Purview 8.     Career Bene...

Explain the Role of Apache Spark in Azure Data Engineering

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Explain the Role of Apache Spark in Azure Data Engineering Introduction Apache Spark plays a critical role in modern cloud-based analytics, especially within Microsoft Azure ecosystems. For professionals enrolling in an Azure Data Engineer Course Online , understanding Spark is essential because it enables fast, scalable, and distributed data processing for big data workloads across Azure platforms. Spark is widely adopted due to its in-memory computing, fault tolerance, and ability to process both batch and streaming data. In Azure, Spark is tightly integrated with services like Azure Databricks, Azure Synapse Analytics, and Azure Data Lake Storage, making it a cornerstone of enterprise data engineering solutions. Table of Contents 1.      What Is Apache Spark? 2.      Why Apache Spark Is Important in Azure Data Engineering 3.      Core Components of Apache Spark 4.      Apache Spark and Azu...