DEV Community: Bhavana Shree

Building and Publishing a Docker Image for Machine Learning: A Hands-On Experience

Bhavana Shree — Sat, 26 Apr 2025 03:36:21 +0000

1.git branch
main
D:\24MCR011>git branch

git checkout feature_24mcr011

D:\24MCR011>git checkout feature_24mcr011

2. git status

D:\24MCR011>git status

3. git add .

D:\24MCR011>git add .

4. git commit

D:\24MCR011>git commit -m "Added hello_world.py"

5. git push origin

D:\24MCR011>git push origin feature_24mcr011

Docker Commands
docker build -t bhavana15/mca-24mcr011-ml:latest .
docker images
docker push bhavanashreebs/24mcr011helloworld:latest

Building and Publishing a Docker Image for Machine Learning: A Beginner’s Hands-On Experience

Bhavana Shree — Sat, 26 Apr 2025 03:27:53 +0000

1.git branch
main
D:\24MCR011>git branch

git checkout feature_24mcr011

D:\24MCR011>git checkout feature_24mcr011

2. git status

D:\24MCR011>git status

3. git add .

D:\24MCR011>git add .

*4. git commit *

D:\24MCR011>git commit -m "Added hello_world.py"

5. git push origin

D:\24MCR011>git push origin feature_24mcr011

Docker Commands
docker build -t bhavana15/mca-24mcr011-ml:latest .
docker images
docker push bhavanashreebs/24mcr011helloworld:latest

Advance git commands

Bhavana Shree — Sat, 26 Apr 2025 02:27:45 +0000

1. git diff:
Shows the differences between files in your working directory and the index (staging area).
Command:
git diff

2. git log
Displays the commit history of the current branch with details
Command:
git log

3. git clone

Clones an existing remote Git repository into a local directory.
Command:
git clone https://github.com/bhavanasBS/24MCR011.git

git fork Creates a personal copy of someone else's repository into your GitHub account.

5.git pull
Fetches and integrates changes from the remote repository into the current branch.
Command:
git pull origin main

6. git push
Sends committed changes to a remote repository like GitHub.

Command:
git push origin main

7. git blame
Shows who last modified each line of a file and when.

Command:
git blame 24MCR011.txt

8.git merge
Occurs when changes from different branches conflict during a merge.
Command:
git merge feature-branch

9. git ignore
Used to exclude files and directories from version control by specifying them in a .gitignore file.

Git Commands Execution:

Bhavana Shree — Thu, 24 Apr 2025 03:20:03 +0000

git init

Initializes a new Git repository in your current project directory.

git add

Stages changes (files) to be committed to the repository.

git commit

Commits the staged changes with a message to the local repository.

git push

Pushes local commits to a remote repository (e.g., GitHub).

git status

Displays the state of the working directory and staging area.

git log

Shows the commit history of the repository.

git branch

Lists all branches or creates a new branch.

git branch -M

Renames a branch, forcing the rename if necessary.

git config username

Sets the Git username for commit authorship.

git config email

Sets the Git email address for commit authorship.

git remote add origin

Links your local repository to a remote repository.

After modifying
git add .
git commit
git push