Exploratory Data Analysis

Covariance and Correlation

Introduction In this post, we will discuss about Covariance and Correlation. This plays an important role while doing feature selection. Covariance, as the name suggests is the measure of variance of 2 variables when they are taken together. When we have one variable then we call it as variance, but in case of 2 variables we specify it as…Read more

Regression Metrics

Introduction This post will be more theoretical and would explain in detail about the different Regression Metrics involved in Regression Models and what are their advantages and disadvantages. While we discuss about the different Regression Metrics in this post, take a while to also go through this post which discusses about the mathematical assumptions we…Read more