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Basic Linear regression algorithim in a simple way!

Introduction So before we dive into this algorithm let's understand what is it ,what does it do the whole intuition for learning it,and we will see some live examples on this algorithm working on it from scratch. Lets start our learning pathway by understanding the words linear and regression,so linear is nothing but  a line as some mathematical background people may be familiar about the line equation(Y=Mx+C)that  we had used in math in our school days,if not that is completely OK,  you can start your journey right form here by reading this simple written article and you will be definitely ready for boarding the plane Linear regression towards Ml ,therefore using this line equation our entire functioning of linear regression falls on the track for doing the required certain task After reading the two paragraphs above we may be wondered what for we are learning this Algorithm ?.The interesting part comes here actually we are trying to do prediction us...