It is the most basic and widely used technique to predict a value of an attribute

**What is Linear Regression?**

- Linear Regression is a supervised learning algorithm that depicts a relationship between the dependent variable(Y) and one or more independent variables(X)
- It is used to analyze continuous numeric data. It…

we all are cognizant of the enormous **impact of statistics **in the field of data science in this data-driven world. Finding **patterns, trends, and making predictions **are the most significant steps in **data science**. …

Covariance and Correlation are two mathematical principles that are frequently used in the field of statistics and probability. These both techniques have a common goal, to depict the linear relationship between two variable or data samples.

The covariance determines the relationship between two random variables or samples — how they…