| 1.1 · Security and compliance |
03 IAM, Service Accounts and Data Security, 06 Governance, Sharing and AI-Ready Data |
| 1.2 · Reliability and data quality |
04 Batch, Streaming and Processing Semantics, 07 Orchestration, Deployment and Data Operations, 08 Migration, Consistency and Recovery |
| 1.3 · Flexible architecture and governance |
06 Governance, Sharing and AI-Ready Data |
| 1.4 · Migration |
08 Migration, Consistency and Recovery |
| 2.1 · Pipeline planning |
04 Batch, Streaming and Processing Semantics, 08 Migration, Consistency and Recovery |
| 2.2 · Pipeline implementation |
04 Batch, Streaming and Processing Semantics |
| 2.3 · Pipeline deployment |
07 Orchestration, Deployment and Data Operations |
| 3.1 · Storage selection |
01 Cloud Storage, Transfers and Retention, 02 Databases, Analytics and Data Pipelines, 05 BigQuery Models, SQL and Capacity |
| 3.2 · Warehouses |
05 BigQuery Models, SQL and Capacity |
| 3.3 · Data lakes |
01 Cloud Storage, Transfers and Retention, 06 Governance, Sharing and AI-Ready Data |
| 3.4 · Data platforms |
06 Governance, Sharing and AI-Ready Data |
| 4.1 · Visualization and performance |
05 BigQuery Models, SQL and Capacity |
| 4.2 · AI preparation |
06 Governance, Sharing and AI-Ready Data |
| 4.3 · Data sharing |
06 Governance, Sharing and AI-Ready Data |
| 5.1 · Resource and cost management |
05 BigQuery Models, SQL and Capacity, 07 Orchestration, Deployment and Data Operations |
| 5.2 · Automation |
07 Orchestration, Deployment and Data Operations |
| 5.3 · Workload organization |
05 BigQuery Models, SQL and Capacity, 07 Orchestration, Deployment and Data Operations |
| 5.4 · Monitoring |
07 Orchestration, Deployment and Data Operations |
| 5.5 · Failure recovery |
08 Migration, Consistency and Recovery |
