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Databricks Free Edition Help
Engage in discussions about the Databricks Free Edition within the Databricks Community. Share insights, tips, and best practices for getting started, troubleshooting issues, and maximizing the value of your trial experience to explore Databricks' capabilities effectively.
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Forum Posts

jameswood32
by Contributor
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Resolved! Best Approaches to Build a Data‑Driven Fleet Management System on Databricks?

Hi everyone,I’m planning a project to build a fleet management analytics platform using Databricks and I’d love some community guidance. The goal is to ingest vehicle telematics, GPS data, maintenance logs, and fuel consumption into a unified Lakehou...

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Latest Reply
mccuistion
Databricks Employee
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Hi James, This is a solid use case for the Lakehouse. Here's how I'd approach it based on patterns we use at Databricks. Real-time vs batch ingestion Batch (main path): Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables / DLT) is a st...

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