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DP-200: Implementing an Azure Data Solution


DP-200: Implementing an Azure Data Solution


Course Duration: 3 days
Training Mode: Classroom/Online

Module 01: Azure for the Data Engineer

  • L01 – Explain the evolving world of data
  • L02 – Survey the services in the Azure Data Platform
  • L03 – Identify the tasks that are performed by a Data Engineer
  • L04 – Describe the use cases for the cloud in a Case Study

Module 2: Working with Data Storage

  • L01 – Choose a data storage approach in Azure
  • L02 – Create an Azure Storage Account
  • L03 – Explain Azure Data Lake Storage
  • L04 – Upload data into Azure Data Lake

Module 03: Enabling Team Based Data Science with Azure Databricks

  • L01 – Explain Azure Databricks
  • L02 – Work with Azure Databricks
  • L03 – Read data with Azure Databricks
  • L04 – Perform transformations with Azure Databricks.

Module 04: Building Globally Distributed Databases with Cosmos DB

  • L01 – Create an Azure Cosmos DB database built to scale
  • L02 – Insert and query data in your Azure Cosmos DB database
  • L03 – Build a .NET Core app for Azure Cosmos DB in Visual Studio Code
  • L04 – Distribute your data globally with Azure Cosmos DB

Module 05: Working with Relational Data Stores in the Cloud

  • L01 – Explain SQL Database and
  • L02 – Explain SQL Data Warehouse
  • L03 – Provision and load data in Azure SQL Data Warehouse
  • L04 – Import data into Azure SQL Data Warehouse using PolyBase

Module 06: Performing Real-Time Analytics with Stream Analytics

  • L01 – Explain data streams and event processing
  • L02 – Data Ingestion with Event Hubs
  • L03 – Processing Data with Stream Analytics Jobs

Module 07: Orchestrating Data Movement with Azure Data Factory

  • L01 – Explain how Azure Data Factory works
  • L02 – Create Linked Services and Datasets
  • L03 – Create Pipelines and Activities
  • L04 – Azure Data Factory pipeline execution and triggers.

Module 08: Securing Azure Data Platforms

  • L01 – Introduction to Security
  • L02 – Key Security Components
  • L03 – Securing Storage Accounts and Data Lake Storage
  • L04 – Security Data Stores
  • L05 – Securing Streaming Data

Module 09: Monitoring and Troubleshooting Data Storage and Processing

  • L01 – Explain the monitoring capabilities that are available
  • L02 – Troubleshoot common data storage issues
  • L03 – Troubleshoot common data processing issues
  • L04 – Manage disaster recovery