Introduction to LLMOps – What, Why, How ?
LLMOps Reference Architecture
General MLOps Reference Architecture: Azure ML, Databricks, CI/CD with Azure Devops
Hybrid MLOps Architecture: Azure ML + Databricks
ML Ops Architecture: Other Clouds + Azure ML
Monitoring Components of ML Ops (Azure ML)
Introduction to MLOps V2 Acclerator: Detailed Walkthrough (Demo)
Introduction to Azure ML: Explainability, Interpretability, Fairness & Responsible AI
Data Drift Introduction
Introduction to MLOps in Azure Databricks: Demo & Walkthrough
Q&A