Augmented Intelligence

Chapter 4

Building Models to Support Augmented Intelligence

Introduction

Building models is complex because it requires that you understand the business process you are focused on. In addition, models are dynamic. It is imperative that the best machine learning (ML) algorithms are selected, tested, and refined as new data is introduced. In this chapter, we discuss the different types of machine learning algorithms and some of the ways in which they are used. We explain what it means to build a model that will support augmented intelligence.

Augmented intelligence requires models that are constantly refined to capture new data that reflects both business process and new information changes. Once you have selected and prepared your data based ...