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
Basak Eskili
1
talks
Machine Learning Engineer - Marvelous MLOps
Basak Eskili is a seasoned ML engineer with six years of experience in the field, specializing in MLOps tool development, testing, and automation. Currently, she is a part of the ML Platform team at Booking.com, where she contributes to the ML infrastructure. She enjoys sharing her knowledge, via managing a blog called Marvelous MLOps where she talks about best practices and industry insights.
Bio from: Databricks DATA + AI Summit 2023
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