prakhar-007/Machine-Learning-Project

First ML Project

Starting Machine learning Project

Requirements

1. Github account
2. Heroku account
3. VS Code IDE
4. GIT CLI
5. Git Documentation

Creating Conda Environment

conda create -p venv python == 3.7 -y

conda activate venv/

pip install -r requirements.txt

To add files in git

git add . 

OR

git add filename

Note: To ignore file or folder from git we can write file/folder name in .gitignore file

TO Check the git status

git status

To Check all the versions maintained by git

git log

To create version/commit all changes by git

git commit -m "message"

To send version/changes in Github

git push origin main

To check remote url

git remote -v

To setup CI/CD pipeline in heroku we need 3 information

1. HEROKU_EMAIL = srivastavaprakhar07@gmail.com
2. HEROKU_API_KEY =
3. HEROKU_APP_NAME =

Build Docker Image

docker build -t <image_name>:<tag_name> .

Note: Image name in docker must be lowercase

To list docker image

docker images

Run docker image

docker run -p 5000:5000 -e PORT=5000 f8c749e73678

To check running container in docker

docker ps

Tos stop docker conatiner

docker stop <container_id>

python setup.py install