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concrete_strength_prediction

This project is an machine learning based project, where we are trying to predict the compressive strength of the concrete. we know that measuring the strength of an concrete mixture is an expensive and time taking process, to save time and expenses for this test, ML predictions can be an alternative approach. Here in this project we are taking the data and training ML models to find a model which can predict the strength of concrete.

In this project , we are performing ML experiments ( training various ml models ) to get best model and serving the best model to use as prediction service. Here user can use the web application and enter the input features of the concrete and get the predicted strength.

USER App views

Home Page

Homepage_screenshot

Model Training (Manual) / Experiment page

Model_Training

Model Training (Manual) starting

Model_Training_start

Model Training (Manual) running validation

Model_Training_running_validation

Model Prediction Page

Model_Prediction_Page

Model Single Prediction

Model_single_prediction

Model All predictions

Model_all_predictions

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A ML project to predict strength of concrete .

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