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This is a repository of the deployment of Web Service on AWS Platform using EC2, the framework used is flask that handle all APIs.

I build an Advanced-Machine-Learning-Prediction-of-Companies-Business-Success model that predict the status of companies by providing some inputs/entries

This Deployment based on some previous phases like preprocessing, EDA , Building different model and choosing the best one that has appealable and I think would work properly.

The deployment of a machine learning model on AWS using a web service like a website. The purpose of this deployment is to enable others to test their results and get feedback from the model. The web service will allow users to upload their data, select the model parameters, and view the output. The web service will also provide some basic statistics and visualizations of the results. The deployment process results are as below :

1st page that will take me to the form that will take the entries from user

Screen Shot 2023-05-31 at 2 13 18 AM

the form that will take the entries from user

Screen Shot 2023-05-31 at 2 13 05 AM

the Result page that will show the predictions of the models applyed

Screen Shot 2023-05-31 at 2 13 28 AM

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That is the Welcome page after we have deployment the Web Service on AWS

Screen Shot 2023-05-31 at 10 01 16 AM

Here trying to fill random Entries to see how it will be predicted.

Screen Shot 2023-05-31 at 10 01 39 AM

The Predicted Result that I have finally.

Screen Shot 2023-05-31 at 10 01 45 AM ### Here also some other results for variant companies. Screen Shot 2023-06-03 at 9 36 13 PM Screen Shot 2023-06-03 at 9 36 00 PM

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