AWS Certified Data Engineer - Associate

Design and implement data ingestion pipelines and transform data into a usable format for analytics and machine learning.

Select and manage appropriate data stores based on performance, cost, and access pattern requirements.

Automate data pipelines, monitor system performance, and troubleshoot data processing issues.

Apply security best practices to protect data at rest and in transit, and ensure compliance with governance policies.