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Developing the ML model

Binary classification

Reproducibility for pipeline

Packaging for production

Configurations

Building

Exposing using Fast API

REST API

Heroku

CI and publishing

CircleCI

Index server

Deploying with a container

Docker creation

CI pipeline

Differential testing

Back-to-back

Semantic

Deploying to IaaS

AWS ECS

Fargate