Free Lesson
Building Reliable AI Systems with MLflow
Part of The AI Powered Super IC
60 min
Apr 30, 2025 2:00 PM
Virtual (Zoom)
In this video
What you'll learn
Prototype and evaluate your AI application with MLflow
Understand how you can use MLflow tracing and evaluation to build a reliable AI application.
Build and deploy your application on Databricks
Understand how you can use a custom model to log and register your AI application, and then deploy it on Databricks.
Why this topic matters
GenAI projects tend to get complicated quickly. They often have many components, including both deterministic functions and GenAI model calls, and use models from multiple different providers.
In this session, we show you some basic MLflow GenAI functionality that will simplify the process of building and maintaining your AI applications.
You'll learn from
Maria Vechtomova
MLOps Tech Lead, Databricks MVP
Başak Eskili
ML Engineer
Daniel Liden
Senior Developer Advocate at Databricks