Assignment $(3$ Marks$){?}_{(})$

We consider the following data set concerning employees' salary. The table presents the values of two features $($years of experience and the corresponding salary$).$

$\backslash$table$[[\backslash$table$[[$Years of$],[$experience$]],$salary$],[1\mathrm{.}4,46206],[2\mathrm{.}1,43526],[3,56643],[4\mathrm{.}2,57082]]$

We suggest to use a Linear Regression model the relationship between the years of experience $(x)-$ salary $(y).)=(wx+b$

For computing the values of $w,b,$ we suggest using the Gradient Descent $($GD$),$ with a learning rate $=0\mathrm{.}1.$ Compute the update of the parameters for three iterations of the GD$.$