| 1.1 · Perform data ingestion |
01 Data and analytics, 02 SQS, SNS, Kinesis and Amazon MQ, 05 Ingestion, Streaming and Transformation |
| 1.2 · Transform and process data |
01 Data and analytics, 05 Ingestion, Streaming and Transformation |
| 1.3 · Orchestrate data pipelines |
05 Ingestion, Streaming and Transformation, 07 Data Quality, Governance and Pipeline Operations |
| 1.4 · Apply programming concepts |
05 Ingestion, Streaming and Transformation, 06 SQL, Data Models and Schema Evolution |
| 2.1 · Choose a data store |
01 Data and analytics, 03 Advanced S3, 06 SQL, Data Models and Schema Evolution |
| 2.2 · Understand data cataloging systems |
01 Data and analytics, 06 SQL, Data Models and Schema Evolution |
| 2.3 · Manage the lifecycle of data |
03 Advanced S3, 07 Data Quality, Governance and Pipeline Operations |
| 2.4 · Design data models and schema evolution |
06 SQL, Data Models and Schema Evolution |
| 3.1 · Automate data processing by using AWS services |
05 Ingestion, Streaming and Transformation, 07 Data Quality, Governance and Pipeline Operations |
| 3.2 · Analyze data by using AWS services |
01 Data and analytics, 06 SQL, Data Models and Schema Evolution |
| 3.3 · Maintain and monitor data pipelines |
07 Data Quality, Governance and Pipeline Operations |
| 3.4 · Ensure data quality |
06 SQL, Data Models and Schema Evolution, 07 Data Quality, Governance and Pipeline Operations |
| 4.1 · Apply authentication mechanisms |
04 Security & Encryption |
| 4.2 · Apply authorization mechanisms |
04 Security & Encryption, 07 Data Quality, Governance and Pipeline Operations |
| 4.3 · Ensure data encryption and masking |
04 Security & Encryption, 07 Data Quality, Governance and Pipeline Operations |
| 4.4 · Prepare logs for audit |
07 Data Quality, Governance and Pipeline Operations |
| 4.5 · Understand data privacy and governance |
04 Security & Encryption, 07 Data Quality, Governance and Pipeline Operations |
