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Databricks Lakeflow

Framework declarativo de pipelines de Databricks para ingesta, transformación y validación de datos en tiempo real dentro de la plataforma.

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Casos de IA con Databricks Lakeflow

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How GoGuardian Uses Databricks to Cut ML Costs 90% While Protecting K–12 Students
GoGuardian · Operations
90%Operational cost savings with Delphi model
Vendor
D
Databricks
databricks.com
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Usado frecuentemente con

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M
MLflow
Open-source ML lifecycle management platform for experiment tracking, model versioning, and reproducible deployment, developed and maintained by Databricks.
2
DM
Databricks Model Serving
Serverless model deployment service within the Databricks platform that enables real-time and batch inference at scale without manual infrastructure management.
3DS
Databricks SQL
Serverless SQL analytics engine built on the Databricks Lakehouse, delivering high-performance queries with elastic scaling and open data formats.
4D
dbt
SQL-based data transformation tool that builds and tests data models in warehouses via version-controlled code.
5DU
Databricks Unity Catalog
Unified governance layer for managing access, lineage, and quality of data and AI assets across a lakehouse.
6
DD
Databricks Delta Lake
Open-source storage layer that brings ACID transactions, scalable metadata handling, and unified streaming and batch data processing to data lakes.
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Operations
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