In this blog I am going to Show Step by Step process of Deploying Machine Learning Model in the Centos over Docker Container💧 that is running on the top of Red hat Linux 8🔴.
Step 1: Check Docker installed or not. If you don’t have Docker then Click here
Step 2: we need to start docker.
Step 3: Pull the Docker container image of CentOS image from Docker Hub and create a new container.
Step 4 :we need to launch Centos.
Step 5:Install the Python software on the top of centos .
Incase if you have Error , then this might network connectivity issue. To resolve this type these command in the base machine.
firewall-cmd — zone=public — add-masquerade — permanent
firewall-cmd — zone=public — add-port=80/tcp
firewall-cmd — zone=public — add-port=443/tcp
firewall-cmd — reload
systemctl restart docker
Step 6: In Container you need to copy/create machine learning model which you wanted to Deploy.
output of ML Model: