/End-to-End-ML-Project-Mlops

This is an end to end project with MLOPS.

Primary LanguageJupyter NotebookMIT LicenseMIT

GitHub User's stars GitHub followers

End-to-End-ML-Project-Mlops

This is an end to end project with MLOPS.

Run this repository

  • Create a virtual environment, activate it... 
    python -m venv vene
    For Linux/Mac 
    source venv/bin/activate
    For Windows 
    .\venv\Script\activate
  • Install all the dependencies using... 
    pip install requirements.txt

Workflow

  • Update config.yaml
  • Update schema.yaml
  • Update params.yaml
  • Update entity
  • Update configuration manager in src/config
  • Update components
  • Update pipeline
  • Update main.py
  • Update app.py

About me

I am Raj Kapadia, I am passionate about AI/ML/DL and their use in different domains, I also love to build chatbots using Google Dialogflow. For any work, you can reach out to me at...