1 – AZURE FOR THE DATA ENGINEER
- Explain the evolving world of data
- Survey the services in the Azure Data Platform
- Identify the tasks that are performed by a Data Engineer
- Describe the use cases for the cloud in a Case Study
- Lab : Azure for the Data Engineer
2 – WORKING WITH DATA STORAGE
- Choose a data storage approach in Azure
- Create an Azure Storage Account
- Explain Azure Data Lake storage
- Upload data into Azure Data Lake
- Lab : Working with Data Storage
3 – ENABLING TEAM BASED DATA SCIENCE WITH AZURE DATABRICKS
- Explain Azure Databricks and Machine Learning Platforms
- Describe the Team Data Science Process
- Provision Azure Databricks and workspaces
- Perform data preparation tasks
- Lab : Enabling Team Based Data Science with Azure Databricks
4 – BUILDING GLOBALLY DISTRIBUTED DATABASES WITH COSMOS DB
- Create an Azure Cosmos DB database built to scale
- Insert and query data in your Azure Cosmos DB database
- Provision a .NET Core app for Cosmos DB in Visual Studio Code
- Distribute your data globally with Azure Cosmos DB
- Lab : Building Globally Distributed Databases with Cosmos DB
5 – WORKING WITH RELATIONAL DATA STORES IN THE CLOUD
- SQL Database and SQL Data Warehouse
- Provision an Azure SQL database to store data
- Provision and load data into Azure SQL Data Warehouse
- Lab : Working with Relational Data Stores in the Cloud
6 – PERFORMING REAL-TIME ANALYTICS WITH STREAM ANALYTICS
- Explain data streams and event processing
- Querying streaming data using Stream Analytics
- How to process data with Azure Blob and Stream Analytics
- How to process data with Event Hubs and Stream Analytics
- Lab : Performing Real-Time Analytics with Stream Analytics
7 – ORCHESTRATING DATA MOVEMENT WITH AZURE DATA FACTORY
- Explain how Azure Data Factory works
- Create Linked Services and datasets
- Create pipelines and activities
- Azure Data Factory pipeline execution and triggers
- Lab : Orchestrating Data Movement with Azure Data Factory
8 – SECURING AZURE DATA PLATFORMS
- Configuring Network Security
- Configuring Authentication
- Configuring Authorization
- Auditing Security
- Lab : Securing Azure Data Platforms
9 – MONITORING AND TROUBLESHOOTING DATA STORAGE AND PROCESSING
- Data Engineering troubleshooting approach
- Azure Monitoring Capabilities
- Troubleshoot common data issues
- Troubleshoot common data processing issues
- Lab : Monitoring and Troubleshooting Data Storage and Processing
10 – INTEGRATING AND OPTIMIZING DATA PLATFORMS
- Integrating data platforms
- Optimizing data stores
- Optimize streaming data
- Manage disaster recovery
- Lab : Integrating and Optimizing Data Platforms