Manage data — Associate Data Practitioner

The official GCP documentation our Manage data practice questions are cited to. Review the primary sources, then practise.

Official references for this objective

Google Cloud — Cloud SQL for MySQL, PostgreSQL, and SQL Server | Google Cloud

restore your instance to an earlier point in time with a retention period of up to 35 days
Google Cloud — Cloud Storage | Google Cloud

Nearline storage Low cost, highly durable storage service for storing infrequently accessed data. Data that can be stored for 30 days.
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 — Database Migration Service | Google Cloud

Database Migration Service is offered at no additional charge. This includes migrations of MySQL, PostgreSQL, and SQL Server sources to Cloud SQL and AlloyDB destinations.
Google Cloud — Google Cloud databases | Google Cloud

Spanner : The always-on, globally consistent, multi-model, and virtually unlimited scale database that powers Google’s billion user products such as Google Search, Gmail, and YouTube.
Google Cloud — Storage Transfer Service | Google Cloud

All transfers only move files and objects that are new, updated, or deleted since the last transfer, minimizing the amount of data that needs to
Google Cloud — Transfer Appliance  |  Google Cloud Documentation

For customers in the EU, appliances are shipped from Belgium. When data capture is complete, you ship the appliance to Belgium for data upload.