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Add new batch scoring pipeline that incorporates model monitor and retraining #20

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merged 20 commits into from
Sep 17, 2021

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brightsparc
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Issue #, if available: #18

Description of changes:

  • Split the CDK DriftPipeline into two templates that create a Batch and Real-time Deployment pipeline.
  • New batch_pipeline that includes model monitoring, and custom Lambda step to evaluate drift.
  • Split out the drift-detection.ipynb notebook into build, batch and deployment specific activities.

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@brightsparc brightsparc merged commit b241f94 into main Sep 17, 2021
@brightsparc brightsparc deleted the batch_processing branch September 17, 2021 04:50
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