👉 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

Solution:-

Step1:-

First I have to restart the docker and check the status

“systemctl restart docker”

“systemctl enable docker”

“systemctl status docker”

Step 02 : Pull the Centos Image from Docker hub.

“ docker pull centos:8“

Step 03 : Create a Container with the help of Centos image.

“ docker run -i t — name=container_name centos:8 “

Step 04 : Container has been start

Step 05 : Download vim inside a container

Step 06 :

Download Python softwere inside Container.

“yum install python3”

Step 07 : Install all the libararies your Machine Learning model depend.

“pip3 install numpy”

“ pip3 install pandas”

“ pip3 install scikit-learn”

Step 08 : Copy Your model Inside Container.

“docker cp Model_file_name Container name:/model_file_name”

Step 09 : Create a Model file.

Step 10 : Last step is Run the Model

Final Result is here.

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That’s All

Thank you

→ Priyansh Kushwaha