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Posted onJuly 18, 2020July 19, 2020Linear Regression

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…

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Posted onJuly 17, 2020July 18, 2020Statistics

Correlation Vs Causation

We know that correlation and causation talks about the relationship between 2 variables. Correlation is a statistical measure to know the strength of relationship between…

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Posted onJuly 16, 2020July 18, 2020Statistics

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. We know that the equation of…

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Posted onJuly 16, 2020July 18, 2020Machine Learning

What is Regression in Terms of ML?

In this article we will learn about Regression. I am not going to give you 2 lines of definitions for Regression and Classification. Before going…

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Posted onJuly 16, 2020July 18, 2020Python

Python — Numpy — Understanding Arrays & Dimensions

Numpy is a python library used for computing scientific/mathematical data. Numpy usages are in: Numerical Analysis Linear algebra Matrix computations Including the above concepts, Numpy…

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Posted onJuly 15, 2020July 18, 2020Statistics

Degrees Of Freedom — Why it is n-1 ?

Numbers are the highest degree of Knowledge. It is the knowledge itself. — Plato Poster. Here is my understanding of Degrees Of Freedom. Degrees of…

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