Skip to content

Commit

Permalink
add Automate model retraining with Amazon SageMaker Pipelines when dr…
Browse files Browse the repository at this point in the history
…ift is detected sample code
  • Loading branch information
camila-buzzni committed Jul 12, 2024
1 parent 7cc94f6 commit efcdeb4
Show file tree
Hide file tree
Showing 18 changed files with 14,691 additions and 0 deletions.
5 changes: 5 additions & 0 deletions aws-sagemaker/7.ct_pipeline/README.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,5 @@
# Automate model retraining with Amazon SageMaker Pipelines when drift is detected

## Reference

[AWS re:Invent 2020: Detect machine learning (ML) model drift in production](https://youtu.be/J9T0X9Jxl_w?si=kOKhQPSgY-zRHRF4)
Loading

1 comment on commit efcdeb4

@github-actions
Copy link

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

MODEL METRICS

Training variance explained: 33.0%
Test variance explained: 32.0%

Data viz

feature_importance
residuals

Please sign in to comment.