~/gcp-pde · Prepare and use data for analysis ▊
GCP · objective · 20% of the exam
Prepare and use data for analysis — Professional Data Engineer
The official GCP documentation our Prepare and use data for analysis practice questions are cited to. Review the primary sources, then practise.
Official references for this objective
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Google Cloud — BigQuery | AI data platform | EDW
For batch load, use BigQuery Data Transfer Service (DTS) to automate the bulk load of data from supported data sources into BigQuery.
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Google Cloud — Earth Engine | Google Cloud
Use the ee.FeatureCollection.runBigQuery() function to trigger BigQuery computation to evaluate a SQL query directly against BigQuery tables and retrieve the results as an Earth Engine
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Google Cloud — Agentic Data Cloud | Google Cloud
The Data Agent Kit bundles secure MCP tools, native IDE plugins, and pre-codified data science skills into a single open-source package.