Task 01

Task Description

👉 Pull the Docker container image of CentOS image from DockerHub and create a new container

👉 Install the Python software on the top of docker container

👉 In Container you need to copy/create machine learning model which you have created in jupyter notebook

What is docker ?

Docker is an open platform for developing, shipping, and running applications. Docker enables you to separate your applications from your infrastructure so you can deliver software quickly.

Pulling Centos image

docker pull centos

Running container

docker run -it --name mytestingos centos

Installing pip

yum install python3-pip -y

Installing libraries

pip3 install scikit-learn pandas

Copying code

docker cp /root/Documents/ml.py mytestingos:/
docker cp /root/Documents/SalaryData.csv mytestingos:/

#docker cp command is used to copy data#

Running code

python3 ml.py

Saving container as the new image

docker commit mytestingos myMLimage