Course Outline
Introduction to Azure Data Lake Storage Gen2
- Overview of Azure Data Lake Storage Gen2
- Key features and benefits
- Azure Data Lake Storage Gen1 vs. Azure Blob Storage
Setting up Azure Data Lake Storage Gen2
- Account creation and configuration
- Understanding the hierarchical namespace
- Data import and export strategies
Security and Access Control
- Implementing authentication and authorization
- Managing access with Azure Active Directory (Azure AD)
- Data encryption methods and best practices
Managing Data and Cost Optimization
- Data lifecycle management with storage tiers
- Performance tuning and optimization
- Cost management and optimization strategies
Integrating with Analytics Services
- Introduction to analytics frameworks compatible with Azure Data Lake Storage Gen2
- Use cases with Azure Databricks, Azure HDInsight, and Azure Synapse Analytics
- Building ETL pipelines using Azure Data Factory
Developer Tools and APIs
- Overview of available APIs and SDKs
- Developing applications using the Azure Data Lake Storage Gen2 API
- Automation and orchestration of tasks
Monitoring, Troubleshooting, and Best Practices
- Tools and techniques for monitoring storage and access patterns
- Troubleshooting common issues
- Best practices for managing and scaling Azure Data Lake Storage Gen2
Summary and Next Steps
Requirements
- Basic understanding of cloud computing principles
- Fundamental knowledge of data storage solutions and databases
Audience
- Data engineers
- Cloud professionals
- Data scientists
Testimonials (6)
very friendly and helpful
Aktar Hossain - Unit4
Course - Building Microservices with Microsoft Azure Service Fabric (ASF)
how the trainor shows his knowledge in the subject he's teachign
john ernesto ii fernandez - Philippine AXA Life Insurance Corporation
Course - Data Vault: Building a Scalable Data Warehouse
The details and the presentation style.
Cristian Mititean - Accenture Industrial SS
Course - Azure Machine Learning (AML)
It was very much what we asked for—and quite a balanced amount of content and exercises that covered the different profiles of the engineers in the company who participated.
Arturo Sánchez - INAIT SA
Course - Microsoft Azure Infrastructure and Deployment
The course, Trainer
Novat Adam - Tanzania Revenue Authority
Course - Architecting Microsoft Azure Solutions
That we could do everything in practice by ourselves. That our trainer had extensive knowledge and we could ask him anything and he always had the answer. That I got some skills that are useful for developers.