MLOps Rent Prediction

Overview

This project aims to turn ML models developed in Jupyter Notebooks into production-ready, fully operational microservices deployable in containers.

Getting Started

Prerequisites

• Python 3.11

Installation

1. Clone the repository:

   git clone https://github.com/arvinsingh/MLOps.git
   cd MLOps

2. Install dependencies:

   make install

Running the Application

1. Train the model:

   make runner-builder

2. Run the inference service:

   make runner-inference