CALCULUS

Hello There, Please help :)

Thank you in advance.

Using the code in my screenshots, please write code for the functions.

Can you also comment / Explain the code.

Open calculus.py. This file should do linear regression, similar to what is described above. You will notice that all of the functions have been left blank. It is your job to fill these functions in. - model (x,m) should be $f(x)$ - error_function (m) should be $J(m)$ - derivative (m) should be $frac{d]}{dm}(J(m)$) - update_step (m) should return a new m, given a specific learning_rate Hint: maths translates surprisingly well to code. The sum symbol, for example, is just a for loop that adds everything together. If you are having any difficulties, please feel free to contact an expert code reviewer for support