Data Lakes
(ทะเลสาบข้อมูล)
Definition
Data Lakes (ทะเลสาบข้อมูล) Hard Skill
A data lake is a centralized repository that allows you to store all structured and unstructured data at any scale, supporting big data analytics and machine learning processes.
Expertise Level
Level 1
Basic
1. Understands the concept of data lakes and their purpose.
2. Can distinguish between data lakes and traditional databases.
3. Familiar with common data types stored in data lakes.
Level 2
Intermediate
1. Able to set up and configure basic data lake environments.
2. Understands data ingestion methods and formats.
3. Can manage and organize raw and processed data within a data lake.
Level 3
Advanced
1. Designs scalable and secure data lake architectures.
2. Implements efficient data governance and metadata management.
3. Integrates data lakes with analytics and machine learning pipelines.
