Gradient Descent Method

$(1)($a$)$ The following data set is given to you. Fit a linear model $y=mx+b$ to this data

using gradient descent method $($Choose learning rate $=0\mathrm{.}01$ :

$($b$)$ Write Python programming for this and plot cost function versus iteration

number.