Databricks AI/BI Dashboards

Overview

This skill provides comprehensive patterns for building production-grade Databricks AI/BI (Lakeview) dashboards. These patterns were developed from 100+ production deployments and prevent common visualization errors, deployment failures, and maintenance issues.

Core Philosophy: Self-Service Analytics

AI/BI Lakeview dashboards provide visual analytics for business users with no SQL required. This skill emphasizes:

• ✅ Visual insights for non-technical users
• ✅ Consistent metrics across the organization
• ✅ Self-service analytics without coding knowledge
• ✅ Professional, branded appearance
• ✅ Automated deployment with validation
• ✅ Error prevention through pre-deployment checks

Key Capabilities: