Creating an API for the Model prediction and inference using Flask

With the model built, I started to look into tools and ways to perform inference regarding the model working on unseen data and hopefully making comparisons of the performance.

Firstly I save the model on the PC and install Flask.

with the code from https://www.datacamp.com/tutorial/machine-learning-models-api-python , i created the api.py.

I am currently busy installing the Postman Agent so i use it to call the API and perform inference.