Understanding every bit of Dummy Variables — Must for AI and ML engineers

Understanding every bit of Dummy Variables — Must for AI and ML Engineers

Introduction

Dummy variables are widely used in Data Science and Machine Learning due to the qualitative nature of dependent and independent variables. Qualitative includes categorical variables which mean variables can be classified into different categories. In this write-up, I will discuss in detail all concepts of dummy variables.

Topic Map

1. Dummy Variables definition and introduction

2. A linear regression case …

ai ai and ml artificalintelligence data science dummy-variable engineers linear regression machine learning ml