In the world of GenAI, advancements are happening at a crazy speed. These advancements concern not only the algorithms but also the operations side of things. In this talk, we will go back to the basics, discuss the main principles of building robust ML systems (traceability, reproducibility, and monitoring), and explain what types of tools are required to support these principles for different types of applications.
talk-data.com
Speaker
Maria Vechtomova
1
talks
MLOps Tech Lead
Marvelous MLOps
Maria is MLOps Tech lead with 11+ years of experience in Data &AI, 8+ years of experience with MLOps (before it became a thing!). Maria has led MLOps adoption in large corporate organizations and co-founded Marvelous MLOps to educate machine learning professionals on best MLOps practices.
Bio from: Databricks DATA + AI Summit 2023
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