Latest / Agentic Conversations (formally mlops.community)
The Challenges of Deploying (many!) ML Models // Jason McCampbell // MLOps Podcast #149
MLOps Coffee Sessions #149 with Jason McCampbell, The Challenges of Deploying (many!) ML Models, co-hosted by Abi Aryan and sponsored by Wallaroo.
// Abstract
In order to scale the number of models a team can manage, we need to automate the most common 90% of deployments to allow ops folks to focus on the challenging 10% and automate the monitoring of running models to reduce the per-model effort for data scientists. The challenging 10% of deployments will often be "edge" cases, whether CDN-style cloud-edge, local servers, or running on connected devices.
// Bio
Jason McCampbell is the…
The skinny
The skinny isn't ready yet — notes appear once the transcript is processed.