ML Deployment Challenges | Kisaco Research

Join this moderated roundtable discussion group of 10-20 attendees focusing on challenges in deploying machine learning into production.

There will be several moderators per topic area to allow for multiple tables and questions will be prepared in advance. Each group will be multidisciplinary with representation from across the tech stack. Attendees who have registered for the event will be able to sign up for the roundtable discussion groups closer to the event, or via an AI Hardware & Edge AI Summit sales representative.

The subtopics to be discussed will include:

- Mitigating challenges from changes between training and production infrastructure
- MLOps workflows for shortening time-to-value
- Navigating compatability, scalability and availabilty of hardware during deployment