Data Engineering Vault

🚀 Que gran iniciativa este 'Data Engineering Vault' creado por Simon Späti

🔎 Incluye un Glosario de Data, con todos los conceptos perfectamente relacionados, de forma que se hace muy sencillo y útil de consultar.

Una herramienta imprescindible para todos los que os guste y trabajéis en el mundo de los datos!!Topics y Acceso: https://www.ssp.sh/brain/data-engineering/

Data Engineering Concepts

• Classical Architecture of Data Warehouse

• Data Engineering Architecture

• Data Engineering Lifecycle

• Data Modeling

• Anchor Modeling

• Bitemporal Modeling

• Entity-Centric Data Modeling (ECM)

• Dimensional Modeling

• Focal Modeling

• Conceptual Data Model

• Logical Data Model• Physical Data Model

• Inmon vs Kimball

• Normalization

• Relational Model

• Data Virtualization

• Data Contracts

Data Engineering Tools and Technologies

• SQL• Python

• Apache Arrow

• Ballista (Arrow)

• DataFusion

• DBT

• Data Lake

• Data Lakehouse

• Data Warehouse

• ETL

• ELT

• Hadoop

• Kubernetes

• OLAP

• OLTP

• Storage Layer

• Data Lake File Formats

• Data Lake Table Format

• Data Modeling Tools

• Data Modeling Frameworks

• DuckDB

• Stream Processing

Data Engineering Practices

• Data Modeling

• Open-Source Data Engineering Projects

• Data Governance

• Data Integration CLI tools

• Data Orchestrators

• Data Product

• Data Warehouse Automation

• Master Data Management

• Semantic Layer

• Personalized API

• SQL IDEs

• Data Catalog

• ELT

• ETL

• EtLT

• ELTP

• Software-Defined Asset

• Data ContractsModern Data Engineering

• Cloud Data Warehouses

• Closed-Source Data Platforms

• Data Lake Table Format

• Modern Data Stack

• Modern OLAP Systems

• Open Data Stack

• Serviced Cloud and Analytics

• Snapshotting

• The Role of a Data Engineer

• Declarative vs Imperative

• Notebooks

• Reverse ETL

Data Engineering Management and Analysis

• BI Tools

• Bus Matrix

• Business Intelligence

• Data Assets

• Data Engineer Job Description and Skills

• Data Engineer vs Software Engineer

• KPI

• Managed Data Stacks

• Metrics

• Super Table

• Metrics LayerData Engineering Design and Development

• Functional Data Engineering

• SSAS

• Stackable

• Traditional OLAP Cube Replacements

• Traditional OLAP Cubes

• Delta Load a Data Warehouse

Additional Data Engineering Resources

• Data Engineering Design Patterns Book

• Data Engineering Glossaries

• People of Data Engineering

• Books of Data Engineering

• Data Engineering Podcasts

• RSS feeds for Data Engineering

• Data Engineering Whitepapers