Unsupervised_Learning ewwwewewewrwe.pptx

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1. Unsupervised Learning An Introduction to Machine Learning with Unlabeled Data

2. What is Unsupervised Learning? Unsupervised learning is a type of machine learning where an algorithm learns patterns from unlabeled data.

3. Types of Unsupervised Learning - Clustering: Grouping similar data points - Dimensionality Reduction: Reducing feature space

4. Common Unsupervised Learning Algorithms - K-Means Clustering - Hierarchical Clustering - Principal Component Analysis (PCA) - Autoencoders

5. Applications of Unsupervised Learning - Customer Segmentation - Anomaly Detection - Market Basket Analysis - Data Compression