Asha Ponraj

Data science and Machine Learning enthusiast | Software Developer | Blog Writter

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