🚀 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
