Assignment 3

[vignash46]

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

Adding assignment 3 homework added code and answers for questions

What did you learn from the changes you have made?

Learnt how to use clustering algorithms and bootstrapping

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 was easy

How were these changes tested?

Ran code 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 3 Complete! Great work.

Recommended 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) Although there is visible correlation, this would not help us differentiate between species but detecting if clusters occur in the our data can be used as an indicator of different species.

Q5)i) By taking many random samples from our data (with replacement), we see how the mean varies. This helps us know if our mean is stable or if it changes a lot.



Q5)ii) Should mention A narrow confidence interval means we are more confident about our mean being accurate, while a wide interval means there’s more uncertainty.

Q5)iii) Need to mention the conf interval and its interpretation.