Clustering is grouping similar data points into clusters based on shared characteristics, helping to uncover patterns in data.
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It aids in Data Analysis by organizing large datasets, making it easier to identify trends and insights without predefined labels.
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- Marketing for customer segmentation - Image processing - Fraud detection
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It enhances decision-making, improves product recommendations, and simplifies complex datasets for better visualization and understanding.
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- Determining the optimal number of clusters - Managing high-dimensional data while - minimizing noise sensitivity.
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As data complexity grows, clustering will evolve with advanced algorithms and AI integration to improve analysis capabilities.
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