~/gcp-pde · Prepare and use data for analysis ▊

← Professional Data Engineer

GCP · objective · 20% of the exam

Prepare and use data for analysis

Exam objectives are the official skill domains Professional Data Engineer tests. Below are the official GCP docs our questions on this objective cite — review them, then practise.

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Official references for this objective

  • 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.

  • 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

  • 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.