Building Your First GenAI App Using Databricks, MosaicML and MLRun

Discover how to implement Generative AI in your organization through this 35-minute conference talk. Learn to build and scale GenAI applications using Databricks, MosaicAI, and the open-source MLOps orchestration framework MLRun. Explore MLOps best practices derived from real-world use cases of global clients. Gain insights on automating CI/CD for foundation models, transformers, and application logic in production environments. Understand strategies for managing and monitoring application pipelines at scale, optimizing GPU usage for maximum performance, and protecting AI infrastructure investments. Witness a live demonstration of transfer learning and transformer model deployment using Databricks, MosaicML, and MLRun. Examine real-world examples of GenAI applications deployed in global organizations. Presented by Bruce Philp, Tech Fellow Partner at QuantumBlack, and Yaron Haviv, Co-Founder & CTO of Iguazio, this talk offers valuable resources for further exploration, including the LLM Compact Guide and the Big Book of MLOps.

Building Your First GenAI App using Databricks, MosiacML and MLRun