## Linear Regression — Part I

Linear Regression is a linear approach to model the relationship between a two or more variables by fitting a straight line i.e. linear, to predict the output for the given input data. To perform Linear Regression, Data should accomplish the below…

## Correlation Vs Causation

Correlation Vs Causation, We know that correlation and causation talks about the relationship between 2 variables.

## Why the Correlation Coefficient r ranges between -1 and +1?

Correlation Coefficient is a statistical measure of the strength of the relationship between the relative movements of two variables.

## What is Regression in Terms of ML?

What is Regression in terms of ML, Regression in Machine Learning, Detailed explanation of Regression and its advantages

## Python — Numpy — Understanding Arrays & Dimensions

Python Numpy Understanding Arrays & Dimensions, Numpy is a python library used for computing scientific/mathematical data

## Degrees Of Freedom — Why it is n-1 ?

Why Degrees Of Freedom it is n-1, explained in detail with examples