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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).
A project to produce a tool that can be deployed to process posting and receiving text and audio files from and into a data lake, apply transformation in a distributed manner, and load it into a warehouse in a suitable format to train a speech-to-text model.
Image-based plant disease detection systems hold immense promise for revolutionizing agriculture by enabling early detection, precise control, and sustainable management of plant diseases, leading to increased crop yields, improved food quality, and enhanced economic benefits for farmers.
This is the intermediate level ml project made by me where the project name is Insurance premium prediction using ml-ops cycle.This is an intenship project from ineuron.ai