Assignment 2 Complete

[vignash46]

What changes are you trying to make? (e.g. Adding or removing code, refactoring existing code, adding reports)

Adding assignment for linear regression lesson

What did you learn from the changes you have made?

Learnt how to do linear regression in python

Was there another approach you were thinking about making? If so, what approach(es) were you thinking of?

Nope

Were there any challenges? If so, what issue(s) did you face? How did you overcome it?

Nope, straightforward

How were these changes tested?

Run in VS Code

A reference to a related issue in your repository (if applicable)

N/A

Checklist

• I can confirm that my changes are working as intended

[PatelVishakh]

Assignment 2: Complete, Great Work!
Suggested changes:

Q1) I) Instead of commenting manually or just printing output, should make it part of a statement. for eg.
print(f"Number of observations (rows): {num_rows}, Number of variables (columns): {num_columns}")


Q2) I) Also Should explain what Positive, Negative and No association imply about the relationship with the response i.e. when model year increases on average the MPG goes down.

Q2) II) Should Also explain the plotted line represents the line of BEST FIT with respect to the mean of sum of squared errors. 



Q2) III) These differences are called residuals, and they show how far each data point is from the predicted value on the line.