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hshojaei2017 authored Jun 4, 2024
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# MLOps for Batch Inference with Amazon SageMaker, HashiCorp Terraform, and GitLab CI/CD
This repository provides an illustrative example of creating an MLOps workflow to manage batch inference workloads in production, including data/model monitoring and automatic re-training.
This repository provides an illustrative example of creating an MLOps workflow to manage batch inference workloads in production, including data and model monitoring, as well as automatic re-training.

You'll find:
In this repository you will find:

- Details of the MLOps pipeline components with SageMaker, Terraform, and GitLab CI/CD.
- A demonstration of Infrastructure as Code (IaC) with Terraform.
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