Introduction to Cloud and Azure
Azure Resource Management
Azure Data Lake Storage (ADLS)
Azure PostgreSQL Databases
Azure Container Apps
Deploying and Storing Results
Practice
Assignment
Gotchas & Pitfalls
Week 6 Lesson Plan (Teachers)
Azure Data Lake Storage (ADLS)
Content coming soon...
Suggested Topics
- What ADLS is: scalable cloud storage optimized for big data workloads
- Storage accounts, containers, and blob hierarchy in Azure
- Folder structures and naming conventions for data lakes
- Date-based partitioning: organizing data by year/month/day for efficient querying
- Uploading and downloading files using the Azure portal and CLI
- Access control: shared access signatures (SAS), access keys, and RBAC
- File formats in the data lake: Parquet, CSV, JSON and when to use each
- Cost considerations: storage tiers (hot, cool, archive) and data lifecycle
- Connecting to ADLS from Python using the Azure SDK
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