How To Run Machine Learning Model Top Of Docker Container
let’s see the solution →
(1) Create machine learning model..
This machine learning model predicts Salary according to your years of experience
put your csv data in this machine learning model like (SalaryData.csv) this is my data set
let’s setup docker container
- start your docker container service
2. check your docker container service start or not
create one docker container and install python3 and some library like (pandas , scikit-learn)
3. launch docker container use this command
command → docker run -it —name (container name like os1) (select your image like) centos: latest
after launch the docker container install python3 and some Library like pandas , scikit-learn
command → (1) yum install python3 (2) pip3 install pandas (3) pip3 install scikit-learn
install successfully python3 and library , copy your csv data VM (virtual machine)to docker container
command docker cp SalaryData.csv sm_os:/sm_21
check your docker container if csv file is copied or not
copied successfully csv data to run your machine learning model (Salary.py)
command → python3 Salary.py
enjoy this machine learning model
