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Machine-Learning-Project

Start Machine Learning Project

Software and account Requirement

  1. Github Account
  2. Heroku Account
  3. VS Code IDE
  4. Git Cli

Creating conda enviornment ...

conda create -p venv python==3.8 -y ...

conda activate venv/ ....

pip install -r requirements.txt

To add files to git

git add

OR

git add <filename>

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

To check the git statue

git status

To check all versions maintained by git

git log

To create version/commit all changes by git

git commit -m "Message"

To send the changes/version to github

git push origin main

To check remote URL

git remote -v

To setup CI/CD pipeline in Heroku we need 3 info

  1. Heroku_Email = Sumitbkec@gmail.com
  2. Heroku_API_KEY = d25374f2-3dbb-4037-b126-0ad10ca0b0db
  3. Heroku_App_name = ml-regression-app007

Build Docker Image

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

Note: Image name for docker must be lowercase

To list docker image

docker images

To run docker image

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

```
To check running containers in docker
docker ps

To stop docker container

docker stop <container_id>



python setup.py install

About

This is my first Machine Learning Project

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