aditiag03/heart_disease_prediction_webapp

This web application running on the docker container tells you about the prediction of heart disease in upcoming 10 years

heart_disease_prediction_webapp

This web application running on the docker container tells you about the prediction of heart disease in upcoming 10 years

1. yum install docker-ce

2. docker pull centos:latest

3. docker run -it --name yourcontainername --env=DISPLAY --volume=/tmp/.X11-unix -p 92:80 centos:latest

• (92 port is of baseOS which will transfer the traffic to 80 port of webserver inside container)

• I have created a machine learning model "HeartDiseasePrediction.py" with the help of dataset provided

• Dumped the model in a file named as "heart_disease_prediction.pk1"

4. yum install httpd

5. /usr/sbin/httpd

• Created a webserver with httpd
• Make httpd webserver services persistent using bashrc file
• Created a webpage "index.html" having the form which will collect the data for prediction
• Ensure that firewall and selinux are disabled in baseOS

6. pip install scikit-learn

• ensure scikit-learn library of python should be installed on container
• Created a python CGI page "data.py" which will load our machine learning model and provide the prediction on another page
• The image which has been used in the background of webpage is "heart3.jpg"
• Placed "heart3.jpg" and "index.html" in /var/www/html/ folder and "data.py" in /var/www/cgi-bin/ folder

docker pull aditi03/heart_disease_detect:v1

If you wanna try the web application without the headache of building the whole infrastructure, just pull my image from hub.docker.com

heart_disease_prediction_webapp's Issues

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