Course Outline
Introduction to Azure Data Lake Storage Gen2
- Overview of Azure Data Lake Storage Gen2 for government
- Key features and benefits for government operations
- Comparison between Azure Data Lake Storage Gen1 and Azure Blob Storage for government use cases
Setting up Azure Data Lake Storage Gen2 for Government
- Account creation and configuration for government entities
- Understanding the hierarchical namespace in a government context
- Strategies for data import and export tailored to government requirements
Security and Access Control for Government
- Implementing authentication and authorization for secure government operations
- Managing access with Azure Active Directory (Azure AD) in a government environment
- Data encryption methods and best practices for government data protection
Managing Data and Cost Optimization for Government
- Data lifecycle management with storage tiers for efficient government operations
- Performance tuning and optimization strategies for government systems
- Cost management and optimization techniques tailored to government budgets
Integrating with Analytics Services for Government
- Introduction to analytics frameworks compatible with Azure Data Lake Storage Gen2 for government use
- Use cases with Azure Databricks, Azure HDInsight, and Azure Synapse Analytics in government applications
- Building ETL pipelines using Azure Data Factory for government data processing
Developer Tools and APIs for Government
- Overview of available APIs and SDKs for government developers
- Developing applications using the Azure Data Lake Storage Gen2 API in a government context
- Automation and orchestration of tasks for efficient government workflows
Monitoring, Troubleshooting, and Best Practices for Government
- Tools and techniques for monitoring storage and access patterns in a government setting
- Troubleshooting common issues specific to government environments
- Best practices for managing and scaling Azure Data Lake Storage Gen2 in government operations
Summary and Next Steps for Government
Requirements
- A foundational understanding of cloud computing principles for government
- Basic knowledge of data storage solutions and databases
Audience
- Data engineers
- Cloud professionals
- Data scientists
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