@deep-diver and I have worked on an MLOps project for the past couple of months. It shows how “Continuous Adaptation for ML System to Data Changes” can be done by building/interconnecting two separate pipelines (note this project is done in TFX and various GCP services).
We have written a blog post about some of the internal implementation details, and it is published on TensorFlow Blog. Please find it here:
Also, we have open-sourced all the materials to reproduce this project including in-depth explanations within a set of Jupyter notebooks. You can find the repo here
@Robert_Crowe, huge thanks for your help on this one.
Thanks for your valuable time to read this and we hope this will be helpful