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This repository is a small POC for implementing a DVC pipeline on the classification of Fashion MNIST data sets using CNN's. Also, implemented is the CI-CD pipeline through GitHub actions which runs the whole DVC pipeline in the background when any changes are pushed to the repository.
MLOPs is very important. This project is focused on applying some sets of principles to create an end-to-end machine workflow that involves data versioning, code versioning, experiment tracking, model registry, and other aspects of Machine Learning operations (MLOps).