Creating conda environment
conda create -p venv python==3.7 -y
conda activate venv/
OR
conda activate venv
pip install -r requirements.txt
To setup CI/CD pipeline in heroku we need 3 information
- HEROKU_EMAIL = abc@gmail.com
- HEROKU_API_KEY = <>
- HEROKU_APP_NAME = ml-regression-app
BUILD DOCKER IMAGE
docker build -t <image_name>:<tagname> .
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>
python setup.py install
Install ipykernel
pip install ipykernel
Data Drift: When your datset stats gets change we call it as data drift