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Microsoft DP-203 Data Engineering on Microsoft Azure

  • Introduction to data engineering on Azure
  • Introduction to Azure Data Lake Storage Gen2
  • Introduction to Azure Synapse Analytics
  • Use Azure Synapse serverless SQL pool to query files in a data lake
  • Use Azure Synapse serverless SQL pools to transform data in a data lake
  • Create a lake database in Azure Synapse Analytics
  • Analyze data with Apache Spark in Azure Synapse Analytics
  • Transform data with Spark in Azure Synapse Analytics
  • Use Delta Lake in Azure Synapse Analytics
  • Analyze data in a relational data warehouse
  • Load data into a relational data warehouse
  • Build a data pipeline in Azure Synapse Analytics
  • Use Spark Notebooks in an Azure Synapse Pipeline
  • Plan hybrid transactional and analytical processing using Azure Synapse Analytics
  • Implement Azure Synapse Link with Azure Cosmos DB
  • Implement Azure Synapse Link for SQL
  • Get started with Azure Stream Analytics
  • Ingest streaming data using Azure Stream Analytics and Azure Synapse Analytics
  • Visualize real-time data with Azure Stream Analytics and Power BI
  • Introduction to Microsoft Purview
  • Integrate Microsoft Purview and Azure Synapse Analytics
  • Explore Azure Databricks
  • Use Apache Spark in Azure Databricks
  • Run Azure Databricks Notebooks with Azure Data Factory
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