Google Cloud / Associate / ADP
Associate Data Practitioner
Follow data from ingestion to dashboards, basic ML, automated pipelines and governed retention.
THE REVISION PATH
Your topics, in order.
Read. Recall. Explain the alternative.
Prepare and place data
Shape, clean, move, store.
Analyze and present useful answers
Question, grain, query, chart.
Basic ML with SQL and managed tools
Train on history; test on unseen data.
Pipelines and dependable scheduling
Transform work; orchestrate dependencies.
Governance, lifecycle and recovery
Permission, retention, recovery, keys.
How this guide is organised
Original refresher notes mapped to the published objective groups. Primary product documentation supports the explanations. Use the memory hooks, compare the alternatives, then answer the original recall scenarios without looking. These condensed notes accompany hands-on practice and the full official skills list.
- Official exam guide ↗ Scope authority
- Published objective groups (PDF) ↗ Scope authority
Revision material supports preparation; it does not guarantee every possible exam question. Check the exam version and official objectives before booking.