Student Work(Assignment)|PA3-4930 ML Project 3:Data Science ML Clustering Task Work Video |UCF

Student | Client Work(Assignment)|PA3-4930 ML Project 3: Clustering in Python Project Output Video 2024 | University of Central Florida

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📘 Course: PA3-4930 – Programming Application 3
🎓 Program: Data Science
🏫 University: University of Central Florida (USA)
📂 Project Title: Machine Learning Project 3 – Clustering Algorithms

In this assignment, I present the third machine learning project for PA3-4930 at the University of Central Florida. The project focuses on unsupervised learning techniques, specifically clustering algorithms, to analyze and group unlabeled datasets based on feature similarity.

🔍 Project Highlights:

K-Means, DBSCAN, and Hierarchical Clustering
Feature normalization and dimensionality reduction
Elbow method and silhouette score for cluster optimization
Python implementation with scikit-learn and matplotlib
Cluster visualization with color-coded plots
Real-world dataset analysis

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