Exam Coverage
- Design Applications – 14%
- Data Preparation – 14%
- Application Development – 30%
- Assembling and Deploying Apps – 22%
- Governance – 8%
- Evaluation and Monitoring – 12%
Coding Examples
Design Applications (Coding)
Preparing Data for RAG Solutions
Custom Pyfunc
Simple Langchain
Langchain RAG chain
Prompts and Guardrails Basics
Implementing AI Guardrails
Online Monitoring an LLM RAG Chain
Register the model to Unity Catalog using MLflow
Notes