Machine-Learning-Project

Machine Learning Deploy link: Housing Price Predictor

Creating conda Environment

conda create -p venv python==3.7 -y

conda activate venv

pip install -r requirements.txt

Now to Add files from terminal use:

git add .

or

git add <file name>

To check all versions maintained by git

git log

To create or update version/commit all changes by git

git commit -m "<message>"

To send or save verison/changes to GitHub

git push origin main or git push

To check remote url

git remote -u

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

1. HEROKU_EMAIL = < jagtaprathmesh19@gmail.com >
2. HEROKU_API_KEY = <>
3. HEROKU_APP_NAME =

Build Docker Image

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

Note: Image name for docker must be lowercas

To list out docker images

docker images

Run docker image

docker run -p 5000:5000 -e PORT=5000 187e678ae51c

To check running container in docker

docker ps

Tos stop docker conatiner

docker stop <container_id>

python setup.py install

Install ipykernel

pip install ipykernel