Create a Docker Image

Aravindhasamy R — Mon, 28 Apr 2025 16:35:57 +0000

Step1:

Create an Folder Structure and download the DataSet from Iris dataset from Kaggle.

Step2:

Create an Dockerfile for creating an docker image.

We can get the dependencies "FROM PYTHON:3.9" , it is used to get the dependencies.

We can run the required tools for running of the projects in this we have use pandas,matplotlib, scikit-learn for docker image to be run.

"RUN PIP INSTALL PANDAS MATPLOTLIB SCIKIT-LEARN"

We have to use Command "COPY . .", we have used it for source and destination.

We have used to start container by docker image command.

"CMD[python,"python.py"]"

Step 3:

Create an docker image using
"docker build -t username/filename:latest ."

Step 4:

Run the Docker image using

Step 5:

Create an new branch in github repository and change that particular repository.

Step 6:

push the changes using add , commit , push to specific origin.

Machine Learning Day 1

Aravindhasamy R — Thu, 24 Apr 2025 03:48:03 +0000

Step-by-Step Git Commands Execution:
Initialize a Git repository:
git init
Creates a new Git repository in the folder 24MCR005.

Add a file to staging area:
git add 123.txt
Adds 24MCR005.txt to the staging area.

Commit the file:
git commit -m "Added Personal Details"
Creates a commit with the message "Added Personal Details".

Check Git status:
git status
Shows that 24MCR005.txt has been modified but not staged.

View commit log:
git log
Displays the commit history (one commit at this point).

Add remote GitHub repository:
git remote add origin https://github.com/aravind11-03-4/24MCR005.git
Links the local repository to a remote GitHub repo.

Check current branch:
git branch
Shows the current branch is master.

Rename branch from master to main:
git branch -M main
Renames the current branch to main.

Set Git global config for email and username:
git config --global user.email "aravind110304@gmail.com"
git config --global user.name "aravind11-3-4"
Sets your global Git identity.

Push code to remote repo for the first time:
git push -u origin main
Pushes the main branch to GitHub and sets upstream tracking.

Then , Again We will Modify or add new file means we need to follow the same steps, like

git add .
git commit -m “message”
git push origin main

DEV Community: Aravindhasamy R

Create a Docker Image

Machine Learning Day 1