ENE to END Machine Learning Project

Create virtual enviroment

conda create -p telco_churn python==3.8 -y

activate the enviroment

conda activate C:\Users\user\Telco_Churn\telco_churn

Git commands

For New

""" git init git add README.md git status git commit -m "first commit" git branch -M main git remote -v git remote add origin https://github.com/maheshpachpande/Telco-Churn123.git git push -u origin main """

for Existing

git add . git status git commit -m "msg commit" git push -u origin main

create the .gitignore with python and commit the changes

For updation

git pull

Create setup.py and requirements.txt

Create the scr folder with init.py

install requirements

pip install -r requirements.txt

In src folder create the components folder with init.py, data_ingestion.py, data_transformation.py, model_trainer.py

In src folder create the pipeline folder with init.py, pipeline_prediction.py, pipeline_training.py

In src folder create the logger.py, exception.py, utils.py (check the exception.py by command 'python src/exception.py')

In cutomerchurn folder Create notebooks folder (EDA.ipynb, model_training.ipynb) with data folder.