🤖 Machine Learning Workshop - Unsupervised Learning

Welcome to the Machine Learning Workshop – Unsupervised Learning module.

This repository contains materials for hands-on materials for unsupervised learning techniques including clustering, dimensionality reduction, and anomaly detection.

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📚 Contents

• K-Means_iris_dataset.ipynb apply K-Means on the built-in iris dataset.
• HierarchicalClustering_iris_dataset.ipynb - apply hierarchical clustering on the built-in iris datasets.
• DBSCAN_iris_dataset.ipynb - apply DBSCAN on built-in iris datasets.
• DBSCAN_anomaly_tripadvisor.ipynb - apply DBSCAN on provided tripadvisor_reviews.csv

Workshop Activities

• Workshop_clustering_project.ipynb - request you to apply different clustering techniques on wholesale_clients.csv