Home / System Designing / 06. System Designing / 11. Data Platform Pipeline Design Data Platform Pipeline Design¶ The chapters in this module, in reading order. # Chapter 00 Data Platform and Pipeline Design — The Five-Year-Old Version 01 Batch vs Stream for Data Platforms 02 Ingestion Patterns That Do Not Lie 03 Transformations with dbt and Spark 04 Orchestration with Airflow and Dagster 05 Warehouse vs Lakehouse Choices 06 Data Quality and Testing Layers 07 Lineage, Catalog, and Governance 08 Feature Stores for ML Platforms 09 Honest Admission About Data Platforms