ML project deployment on Docker Container

Step 1: Start your Docker Container on OS. Here we are going to use Centos OS for our ML project.

docker run -it centos

Step 2: Now install python latest version on oue docker image

dnf install python3

Step 3 : Install important libraries required for ML project work. In my case I have installed numpy and pandas

pip3 install pandas

pip3 install numpy

Step 4: Now copy your csv file from main OS to our Container(Centos)

docker cp /root/Salary.csv os_id:/root/

Step 5: Now create yout python file and write your ML project in it.

vim file_name.py

Step 6: Now run your python file to execute your ML project

python3 file_name.py

Thank You