mlops-workflow

Here are 7 public repositories matching this topic...

Chaitanyarai899 / Maintenance-Prediction-Via-MLOps

Deploying an end-to-end ml/dl model (for predicting maintaince for aircrafts by using dataset provided by NASA) into cloud server using Flask and Docker with CI/CD pipeline

python api docker flask machine-learning deep-learning dvc mlops mlflow mlops-workflow

Updated Feb 16, 2024
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Sengarofficial / Predictive_Maintenance_With_MLops

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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 aircraft’s remaining useful life (RUL) based on the entire life cycle data in order to provide the necessary maintenance behavior.

javascript css python flask data-science machine-learning numpy pandas mlops mlflow mlops-workflow mlops-project dagshub

Updated Nov 5, 2023
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Ramkmr / MLOPS-DRIVEN-PREDICTION-ENGINE-

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This project focuses on predicting wine quality using regression models.

flask data-science machine-learning regression predictive-modeling ridge-regression regression-models lasso-regression regression-algorithms regression-analysis mlops mlops-workflow mlops-project predictive-modeling-techniques

Updated Dec 18, 2023
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ssandra102 / car_sales_data_science_workflow

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End to End Data science workflow for Car Price prediction

data-science mlflow mlflow-sklearn mlops-workflow dagshub

Updated Dec 21, 2023
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Kokit0 / End-to-End-MLP-with-MLFlow

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A Proof of concept of the entire workflow to develope an End To End MLOPS Data Science Project with API UI user stress test, Implementation With Deployment for a Winery dataset ~Kokke

python docker machine-learning ml project api-rest mlops-workflow