Question: Please Develop a simple linear regression model (univariate model) using the gradient descent method for experience-salary datasets as it is shown on the following table.

Please Develop a simple linear regression model (univariate model) using the gradient descent method for experience-salary datasets as it is shown on the following table. Once you got the model, check how close the predicted values against the ground truth and calculate the total error (mean square error) and the accuracy R2.

Please do it correctly and do not copy-paste from the same question, I need a different type of answer

No

Experience

Salary ($)

Predicted

1

0.5

2500

?

2

0.0

2250

?

3

1.0

2750

?

4

5.0

8000

?

5

8.0

9000

?

6

4.0

6900

?

7

15.0

20000

?

8

7.0

8500

?

9

3.0

6000

?

10

2.0

3500

?

11

12.0

15000

?

12

10.0

13000

?

13

14.0

18000

?

14

6.0

7500

?

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