Assignment 3

[AnithaAravindaraman]

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

Completed and submitted Assignment 3, by adding code and explanations

What did you learn from the changes you have made?

How to use clustering algorithms (e.g.KMeans), evaluating cluster quality, performing resampling techniques, and visualizing the results. specifics include: How clustering algorithms group data without labels, How to evaluate cluster quality using inertia and silhouette score, the value of resampling to stabilize and interpret cluster patterns, and how to apply dimensionality reduction (e.g., PCA) to improve cluster visualization

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

Exploring DBSCAN

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

Interpretty clusters, I overcame this by comparing my answers to the live codes

How were these changes tested?

Cluster visualizations and metric plots were used to validate findings

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

na

Checklist

• I can confirm that my changes are working as intended

[KasraVakiloroayaei]

A3: Complete

Good work!