Assuming $=80000$ and $131=100.$ Calculate the loss function

Assuming a learning rate of a $=0\mathrm{.}1$ calculate the new value for $131$ and $130$ after

applying gradient descent.

Given the correct values for $[31$ and $[30$ once gradient descent finishes should be

$132\mathrm{.}6$ and $83458$ respectively; review your answer in $2$ above. Are your new values

for $[31$ and $$oseem reasonable? Briefly discuss your result and why it may be

incorrect. Include a brief explanation of what you should have done prior to doing

step I and $2$ and how you might choose your learning rate $($a$)$ for this problem in

the future.