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Introduction to Databricks Genie

Gang Wang

Senior Data Scientist

Chapter 1: Getting Started

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Asking Business Questions

You learned to:

  • Ask questions in plain English (like our Bakehouse analyst exploring sales)
  • Navigate Genie spaces
  • Use the Sentence Builder: What + When + How + Constraints
  • Understand the Glass Box - transparent, auditable SQL
Introduction to Databricks Genie

Chapter 2: Building spaces

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Building Genie spaces

You learned to:

  • Create focused spaces (e.g., for franchise owners)
  • Connect tables from Unity Catalog
  • Add example queries - SOPs for common questions
  • Write instructions - guardrails that guide users
Introduction to Databricks Genie

Chapter 3: Teaching Genie

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Teaching Genie Your Business Language

You learned to:

  • Define synonyms for technical columns
  • Write descriptions and establish relationships
  • Create SQL examples and functions
Introduction to Databricks Genie

Chapter 4: Maintaining Excellence

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Monitoring & Improving

You learned to:

  • Implement the feedback loop: Review → Diagnose → Curate → Verify
  • Use trusted assets
  • Benchmark accuracy with evaluation datasets
  • Scale your spaces across teams
Introduction to Databricks Genie

Continue Your Journey

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Recommended Next Steps

  • Next path: AI/BI administration - managing Genie at scale
  • Explore: Sharing spaces, permissions, and cloning for new teams
  • Practice: Build a space for your team
  • Connect: Join the Databricks community
Introduction to Databricks Genie

Thank You!

Introduction to Databricks Genie

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