Certificate in Clustering Analysis: Key Concepts & Applications
-- ViewingNowThe Certificate in Clustering Analysis: Key Concepts & Applications is a comprehensive course that equips learners with essential skills in data analysis and machine learning. This certification focuses on clustering analysis, a critical technique for grouping similar data points, enabling data scientists to identify patterns, trends, and insights.
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โข Clustering Analysis: Introduction
โข Data Preprocessing for Clustering
โข Distance Measures and Linkage Criteria
โข Hierarchical Clustering Algorithms
โข Partitioning Methods in Clustering Analysis
โข Cluster Evaluation Metrics
โข Popular Clustering Algorithms (e.g., K-means, DBSCAN)
โข Use Cases and Applications of Clustering Analysis
โข Advanced Clustering Techniques and Extensions
โข Case Studies in Clustering Analysis
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