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Data Engineering Concepts
Last updated
Apr 3, 2023
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Some core concepts we are going to explore:
| Data Engineering Topics |
|---|
| Data Warehouse,
Data Lake,
Data Lakehouse |
| Storage Layer,
Data Lake File Format,
Data Lake Table Format |
| Data Catalog |
| Modern Data Stack,
Open Data Stack |
| Data Engineering Lifecycle |
| ELT,
ETL,
EtLT |
| Functional Data Engineering,
Software-Defined Assets |
| Metrics Layer,
Semantic Warehouse,
Data Virtualization |
| Metrics,
Key Performance Indicator (KPI) |
| Push-Downs,
Rollup |
| Data Modeling,
Dimensional Modeling |
| Data Contract |
| OLAP,
OLTP |
| MapReduce,
Apache Hadoop |
| Declarative vs Imperative |
| Notebooks |
See also
What is Data Engineering.