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.

Machine Learning Project which uses DVC for Data versioning, MLFlow for Experiment Tracking, ONNX & Docker file for packaging, Flask for API.

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).

Use Machine Learning to forecast future sales.

The main objective of this project is to test if the ads that the advertising company runs resulted in a significant lift in brand awareness

A boilerplate template for DVC(Data Version Control) Project

AWS CI/CD - End-to-End Deep Learning Project with DVC

Structure Database Repository

A web app for classification of kidney diseases

Machine Learning project aiming to classify mushrooms edibility, developing a model to predict whether a mushroom is safe to eat or poisonous based on its characteristics.

DVC - Data Version Control Basics

Code base para desenvolvimento de modelos de machine learning baseado no padrão da DVC. Este modelo serve para predição de preços de laptops com pipelines de integração para registro de artefatos, modelo e deployment em produção.

⚗️ TinyLlamaChat 1.1b model repository managed by DVC

This project focuses on clustering analysis of a Kaggle dataset using various techniques and hyperparameters. The primary objective is to explore and apply different clustering algorithms to uncover patterns and groupings within the data. The project utilizes a Data Version Control (DVC) repository to manage the dataset and experiment tracking.

A Deep Learning project to detect and classify INR coins

Example project for practicing using dvc (Data Version Control, https://dvc.org/ ) tool

This repository comprises of DVC advance commands pipeline formation, dag formation , metrics tracker.

DVC Studio fixture to test nested monorepo scenario initialized in a branch. See the `develop` branch.

Repositório 'dvc-exemplo' para demonstrar para os alunos o uso do Data Version Control (DVC), uma ferramenta de controle de versão para conjuntos de dados, na disciplina de MLOps do curso de extensão no IC/Unicamp.

Trying out MLOPS