MachineLearningProject1

This is first machine learning Project. Software and account Requirement.

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/ OR

conda activate venv pip install -r requirements.txt To Add files to git

git add . OR

git add <file_name>

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

To check the git status

git status

To check all version maintained by git

git log

To create version/commit all changes by git

git commit -m "message" To send version/changes to github

git push origin main To check remote url

git remote -v To setup CI/CD pipeline in heroku we need 3 information

HEROKU_EMAIL = [email protected] HEROKU_API_KEY = <> HEROKU_APP_NAME = ml-project1 BUILD DOCKER IMAGE

docker build -t <image_name>: . Note: Image name for 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>