18 Types of Predictive Models in Data Science

An Attempt to Categorize Supervised Learning Models (1.0)

Image by Rustam QBic

There are many types of Predictive Models for forecasting and it is a struggle to find a short write up on the subject. Below is a walkthrough, of several major types of forecasting with discussions on methodology and data descriptions below . . . whether you are predicting a category, a number, a text or an image.