Customer-Segmentation-Clustering-Classification

Technical Documentation

Resources

• Pyenv: https://github.com/pyenv/pyenv
• Vs code: https://code.visualstudio.com/download
• Git: https://git-scm.com/
• Flowchart: https://whimsical.com/
• MLOPs Tool: https://www.evidentlyai.com/
• Data link: https://www.kaggle.com/datasets/??

Git commands

git add .

git commit -m "Updated"

git push origin main

# To restore a file from a previous commit
git checkout <commit-hash> -- path/to/file

# example
git checkout a1b2c3d4 -- important_file.txt
``

## How to run?

```bash
pyenv virtualenv 3.11 venv311_insure

pyenv activate venv311_marketing

OR

pyenv pyenv local venv311_marketing

pip install -r requirements.txt

python app.py

Workflow

1. constant
2. config_entity
3. artifact_entity
4. conponent
5. pipeline
6. app.py / main.py / demo.py

MongoDB

1. Login to MongoDB
2. Create a Project: "MarketCampaignProject"
3. Create a Cluster: ClusterO
4. Copy and save the username and password
5. Create Database user
6. Connect to CLuster / Select Python and version
7. Setup password and copy the string url mongodb+srv://donadviser:<db_password>@cluster0.0vpzcfi.mongodb.net/?retryWrites=true&w=majority&appName=Cluster0

Export the environment variable

export MONGODB_MARKETING_URL="mongodb+srv://<username>:<password>...."

export AWS_ACCESS_KEY_ID=<AWS_ACCESS_KEY_ID>

export AWS_SECRET_ACCESS_KEY=<AWS_SECRET_ACCESS_KEY>