How to Deploy Machine Learning Models

The easiest way to deploy machine learning models on the web

Introduction

I will introduce the easiest way to deploy machine learning applications on the web. In the previous notebooks, I have built machine learning models using linear and tree-based models. It turned out that hyper tuned XGboost model performed best. That is why today we will build a Fish Weight Prediction web application using XGboost. In general, there are different options to deploy ML models, such as Flask, Django…