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Learning path

Governance

Guided path · 1 stage · 4 resources

The guided path

Access policy, retention, residency, audit and stewardship at organisational scale. This path sequences the category's 4 resources by roadmap stage and composite score — work top-down inside each step.

Reliability

  1. Data Classification & Tagging Governance Pack 40.7 — Standardized tag taxonomy, glossary, and classification rules for data governance
  2. OPA Data Access Control Policy 39.35 — Rego policies for least-privilege data access across warehouses, lakes, and catalogs
  3. PII Leak Guard 31.1 — PII Leak Guard
  4. Data Mesh (O'Reilly) 26.7 — Data Mesh (O'Reilly)

Prerequisites across the path

Documented prerequisites, deduplicated: skill-data-catalog-basics, skill-policy-author.

What you will be able to do

  • Implement consistent data classification taxonomy
  • Build business glossary with ownership
  • Automate classification via regex and ML
  • Enforce access policies by classification level
  • Understand OPA/Rego for data access control
  • Implement row-level security policies
  • Apply column masking for PII
  • Audit data access decisions

Before you start

Security-flagged: OPA Data Access Control Policy, PII Leak Guard — review the security posture first. Verification on these records: 4 community. Nothing here is independently audited — the trust scan and your own review are the controls.

Where this sits

Phase 4 of the roadmap. Stage context: Reliability · side-by-side comparison · all learning topics

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