Data governance - bobbae/gcp GitHub Wiki

Data governance is a principled approach to managing data during its life cycle, from acquisition to use to disposal.

Your data governance program clearly outlines policies, procedures, responsibilities, and controls surrounding data activities. This program helps to ensure that information is collected, maintained, used, and disseminated in such a way that both meets your organization's data integrity and security needs, and also helps empower your employees to discover and use the data to its fullest potential.

From when the data is ingested to when it can be used for valuable insights and information, management and governance of the data should be considered with the utmost importance for any organization.

https://cloud.google.com/bigquery/docs/data-governance-summary

BigQuery Admin reference guide: Data governance

Data governance is everything you do to ensure your data is secure, private, accurate, available, and usable inside of BigQuery. With good governance, everyone in your organization can easily find - and leverage - the data they need to make effective decisions. All while minimizing the overall risk of data leakage or misuse, and ensuring regulatory compliance.

https://cloud.google.com/blog/topics/developers-practitioners/bigquery-admin-reference-guide-data-governance

Data governance for data privacy

https://www.collibra.com/blog/data-governance-for-data-privacy

Data privacy, governance and controls

https://www.securitymagazine.com/articles/94756-data-privacy-good-governance-and-controls

Data Governance, Compliance, Data Privacy

What lives between data privacy and data governance? Better compliance.

https://iapp.org/news/a/what-lives-between-data-privacy-and-data-governance-better-compliance/

A Guide to Data Governance for Privacy, Confidentiality, and Compliance

https://iapp.org/resources/article/a-guide-to-data-governance-for-privacy-confidentiality-and-compliance/

Data Sovereignty

https://cloud.google.com/blog/products/identity-security/new-sovereign-controls-for-gcp-via-assured-workloads

Governing your data in GCP

https://medium.com/@bernadethl/governing-your-data-in-google-cloud-b305335069b4

Data Governance tools

https://cloud.google.com/blog/products/data-analytics/data-governance-in-the-cloud-part-2-tools

Sovereign controls for Google Workspace

https://cloud.google.com/blog/products/workspace/announcing-sovereign-controls-for-google-workspace

using bigquery to automate data governance of personally identifiable information

https://medium.com/google-cloud/stop-worrying-about-bigquery-pii-how-to-automate-data-governance-at-scale-81abb3e47e0c

Data de-identification

https://cloud.google.com/healthcare-api/docs/concepts/de-identification

Digital Sovereignty in Europe

https://cloud.google.com/blog/products/identity-security/advancing-digital-sovereignty-on-europes-terms/