Hey all, In this blog I have demonstrated to you how can we deploy our machine learning model on the docker container manually.
For this, you should have installed Docker on your system.
Steps to follow:
1. Pull Centos Image.
2. Launch Docker Container.
3. Install Python Interpreter.
4. Copy Machine Learning Model On Docker Container.
By --help option you can find help to copy the model
since we are coping the model from host to container, we will use second command.
check the file.
5. Install All The Dependencies
since I have created a linear regression model so I only require the scikit_learn library to install.