Generative AI Application Deployment and Monitoring 

Model Deployment Fundamentals

Model Management

Deployment Methods

Batch Deployment

Introduction to Batch Deployment

Batch Inference

Batch Inference Workflows using SLM

Real-Time Deployment

Introduction to Real-Time Deployment

Databricks Model Serving

Serving External Models with Model Serving

Deploying an LLM Chain to Databricks Model Serving 

Custom Model Deployment and A/B Testing

AI System Monitoring

AI Application Monitoring

Online Monitoring an LLM RAG Chain

LLMOps Concepts

MLOps Primer

LLMOps vs MLOps