Model Factory: A Framework for Rapid ML Model Deployment

For our next talk, we have David Grier from Rackspace here to talk to us about overcoming challenges in deploying machine learning models.

Operationalizing machine learning model deployments is a challenge. We will talk about the challenges people face in model deployments, and some of the newer technologies available in Azure and AWS.

Model Factory a framework built for Azure and AWS that facilitates rapid development, training, scoring and deployment of models. See how we operationalize model deployments with IaC and automated pipeline deployments. We will demo a POC deployment and demo devops and ML pipelines in play Azure cloud to automate model training and deployment.

SPEAKER BIO:

David Grier - ML and Big Data Engineering at Rackspace Technologies. 10 year Racker focused on Data Products, Product engineering and currently building Model Factory frameworks

ZOOM LINK TO ACCESS:

https://rackspace.zoom.us/j/99242383850