Design Applications — Databricks Certified Generative AI Engineer Associate

The official DATABRICKS documentation our Design Applications practice questions are cited to. Review the primary sources, then practise.

Official references for this objective

Databricks — 0 to 100 AI/BI Apps in 120 Days: Building an Enterprise Data and AI Platform From Scratch @ Alpura | Databricks

Leveraging Genie AI, we enabled conversational BI to accelerate adoption.
Databricks — Building Agentic Applications on Databricks | Databricks

Familiarity with API usage and function calling for LLM interactions with external tools and services
Databricks — Building Agentic Business Applications on Databricks with Lakebase, MCP and Marvis AI | Databricks

reducing manual reporting by 40% and improving application time to market by 50%
Databricks — Building Agents on Databricks in 90 Minutes: Orchestrating Knowledge, Data, and Reasoning | Databricks

together under a Supervisor Agent that intelligently routes every question to the right specialist
Databricks — Building Agent-Ready Data: Best Practices for Intelligent Document Processing at Scale | Databricks

how to choose the right function for each task, iterate on quality effectively, and tune for cost and throughput at scale