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Data Engineering Concepts

Last updated Apr 3, 2023 - Edit Source

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.