/machine_learning_project

this is machine leaning project

Primary LanguagePythonApache License 2.0Apache-2.0

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 enviroment

conda create -p venv python==3.7 -y

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 of file / folder in .gitignore file

To check 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 

1. HEROKU_EMAIL = shivanshsarathe2710@gmail.com
2. HEROKU_API_KEY = 65e598f5-b217-41c6-bf5b-2b8e45bc1699
3. HEROKU_APP_NAME = ml-regression-appp


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 <image_id>

To check running container in docker 

docker ps

To stop  docker container 

docker stop <container_id>


python setup.py isntall