INTERMEDIATE

Data Foundations for AI

Build the warehouse AI can trust: star-schema modeling, idempotent pipelines, quality gates, entity resolution into golden records, and a governed metrics layer — hands-on with DuckDB, one real project across all six modules.

LiveIntermediate 5 weeksreading + hands-on labs (SQL + Python)
6 modules24 lessons5 problem sets1 capstone
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What you'll learn

  • Model data for analytics and AI use cases
  • Build reliable, idempotent ingestion pipelines
  • Profile data and enforce quality gates
  • Resolve duplicate records into golden records
  • Design a governed semantic/metrics layer
  • Ship a clean, queryable data foundation

Curriculum

Every lesson below is a full, written lesson — click any of them to start.

Certification

Complete all modules, pass problem sets, and finish the capstone to earn:

Certified AI Data Foundations Specialist

  • ✓ Models and cleans data for AI
  • ✓ Resolves entities into golden records
  • ✓ Designs governed metrics

Credential format: EDOVA-DF-2026-XXXX

Edova Academy

Certified AI Data Foundations Specialist

Awarded to

Your Name

Credential ID: EDOVA-DF-2026-DEMO

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