New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Enhancements for MLOps catalog module #95

Open

7 tasks

jacksandom opened this issue Apr 30, 2020 · 0 comments

Labels

enhancement ml-ops

Milestone

Contributor

jacksandom commented Apr 30, 2020 •

edited

Loading

To create separate issues as items are tackled and add to milestone:

Add monitoring functionality which evaluates model performance in production
Model degradation in production triggers re-training pipeline
Create a 'prediction service' for real-time inference
Separate out training and inference Step Function flows
Incorporation of CI/CD
Enhance metadata functionality which gives user capability to search through historic jobs
Metadata drives training config and hyperparameter tuning

jacksandom added enhancement ml-ops labels

jacksandom added this to the MLOps v2 milestone

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment