Azure Data Lake
(อาซัวร์ เดต้า เลค)
Definition
Azure Data Lake (อาซัวร์ เดต้า เลค) Tool
Azure Data Lake is a scalable data storage and analytics service optimized for big data workloads, enabling organizations to store vast amounts of structured and unstructured data in a secure and cost-effective manner.
Expertise Level
Level 1
Basic
1. Understands the basic concepts and purpose of Azure Data Lake.
2. Knows how to navigate the Azure Data Lake interface.
3. Can perform simple data upload and retrieval operations.
Level 2
Intermediate
1. Able to design folders and organize data efficiently within Azure Data Lake.
2. Implements access controls and security settings for data protection.
3. Can integrate Azure Data Lake with other Azure services such as Azure Data Factory or Azure Databricks.
Level 3
Advanced
1. Designs and manages large-scale, optimized data lake architectures for enterprise solutions.
2. Implements advanced data governance, monitoring, and cost management strategies.
3. Develops complex data processing pipelines integrating Azure Data Lake with AI and analytics tools.
