ABOUT THE EVENT
Machine Learning Success: The Key to Easier Model Management
Join Ellen Friedman, co-author (with Ted Dunning) of a new short O’Reilly book Machine Learning Logistics: Model Management in the Real World, to look at what you can do to have effective model management, including the role of stream-first architecture, containers, a microservices approach and a DataOps style of work. Ellen will provide a basic explanation of a new architecture that not only leverages stream transport but also makes use of canary models and decoy models for accurate model evaluation and for efficient and rapid deployment of new models in production.
This presentation serves as the introduction of basic concepts useful for a more technical series of machine learning workshops to be presented by Ted Dunning over the next several months.
Ellen friedman - MapR Principal Technologist