A machine learning project with an interactive application that runs our trained machine learning model and give output according to the user input. It follows the complete lifecycle of a machine learning model. Below are the steps that you need to follow while creating an end to end application for your model:
- Data access and collection
- Data preparation and exploration
- Model training and evaluation
- Model deployment
I will be using the streamlit framework in python to create a web interface for interacting with the machine learning model.