Importing Data — Databricks Certified Data Analyst Associate

The official DATABRICKS documentation our Importing Data practice questions are cited to. Review the primary sources, then practise.

Official references for this objective

Databricks — Get Started Ingesting Data with Lakeflow Connect | Databricks

Expanding the 80+ connector ecosystem: Explore what’s new across databases (e.g., Oracle, Postgres, SQL Server), applications (e.g., Salesforce, Workday, ServiceNow, Google Analytics), file sources (e.g.,
Databricks — From 0 to 100: How One NASCAR Team Is Moving up the Grid With Databricks and Zerobus Ingest | Databricks

Bringing in 25+ bespoke racing systems (timing/scoring, setup sheets, ECU logs, sim outputs — and “weird” sources) with repeatable patterns.
Databricks — From Factory Floor to AI-Ready: Building Industrial Data Pipelines for Databricks | Databricks

Industrial DataOps addresses this by contextualizing and modeling data at the source, producingAI-ready data products that arrive at Bronze ready to progress through the medallionarchitecture.
Databricks — Lakeflow Connect: Cutting Enterprise Ingestion Costs by up to 90% on Databricks | Databricks

connector selection, OAuth setup, DLT pipeline config, object selection, Unity Catalog destination mapping, CDC monitoring, and production scheduling
Databricks — SAP and Databricks: Unlock the Full Potential of Databricks on Your SAP Data | Databricks

The SAP BDC Connector on the Databricks Platform enables, for the first time, the unification of core SAP ERP, supply-chain, and financial data with operational