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All the available resources to master MLOPS from scratch
This repository holds open source datasets for various machine learning domains with a link to download and use them
This project applies machine learning models to predict BMI categories based on individual physical attributes, utilizing MLflow for experiment tracking and model management, with integration into DagsHub for collaborative data science workflows. It showcases the power of MLflow in enhancing model lifecycle management and reproducibility.
This project contains the production-ready Machine Learning solution for detecting and classifying Covid-19, Viral disease, and No disease in posteroanterior and anteroposterior views of chest x-ray
Aircraft components are susceptible to degradation, which affects directly their reliability and performance. This machine learning project will be directed to provide a framework for predicting the aircraftโs remaining useful life (RUL) based on the entire life cycle data in order to provide the necessary maintenance behavior.
A repository that holds machine learning projects that uses DVC for data pipeline orchestration
This project aims to predict the quality of wines using various machine learning algorithms. It utilizes the MLflow platform to manage the end-to-end machine learning lifecycle, including data preprocessing, model training, hyperparameter tuning, and deployment on AWS EC2.
This is the project to track the experiments using ML Flow and doing collaborative experiment tracking on remote server using DagsHub
This repository holds open-source machine learning models for various domains ready to download and use
This project focuses on forecasting customer churn in the telecom industry by leveraging various features. The goal is to implement a straightforward, real-time prediction system capable of handling both batch and online predictions. The predictive model is deployed using Streamlit, providing an interactive and user-friendly interface for exploring
Mapping the diverse hues of credit risk into risk categories for informed decision-making
A Deep Learning project to detect and classify INR coins
RuralCredit: Empowering Tomorrow's Opportunities
End to End Kidney Disease Classification
This project utilizes cutting-edge MLOps practices, integrating CI/CD pipelines, DVC, and MLflow to streamline development, testing, and deployment for deep learning models on chest CT images.
End to End Data science workflow for Car Price prediction
Chest Cancer Classification using Chest CT Scan. Using Vgg16 Model.
Implementing end to end ml life-cycle
Introduction to DagsHub and its integration to kedro
A comprehensive end-to-end Machine Learning project designed to predict bank deposit subscriptions using the well-known "Bank Marketing" dataset with production grade deployment techniques.
A MLOps project uses DagsHub & MLFlow
A repository that holds machine learning projects that uses MLflow for experiment tracking
Testing MLflow & Dagshub open-source platform collaboration.
An end-to-end deep learning project using DVC(MLOps Tool for Pipeline Tracking & Implementation) and Mlflow(MLOps Tool for Experiment Tracking and Model Registration) - Kidney Disease Classification
An end-to-end machine learning project with MLflow(MLOps Tool for Experiment Tracking and Model Registration) - Wine Quality Predictor
Rรฉalisez un dashboard et assurez une veille technique
Trabajo de Fin de Grado de ingenierรญa del software
This repository holds open source datasets for various machine learning domains with a link to download and use them
Automating machine learning experiment tracking with MLFlow on AWS and Dagshub.
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PulmoDetect Image Analysis