Executive Development Programme in Clustering for Data Mastery
-- ViewingNowThe Executive Development Programme in Clustering for Data Mastery is a certificate course that emphasizes the importance of data analysis and clustering techniques. In today's data-driven world, there is a high industry demand for professionals who can effectively analyze and interpret complex data sets.
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โข Introduction to Clustering
โข Types of Clustering: Hard Clustering, Soft Clustering, Hierarchical Clustering, and Centroid-based Clustering
โข K-Means Clustering Algorithm
โข DBSCAN (Density-Based Spatial Clustering of Applications with Noise)
โข Measuring Clustering Performance: Silhouette Coefficient, Davies-Bouldin Index, and Calinski-Harabasz Index
โข Hierarchical Clustering Techniques: Agglomerative and Divisive
โข Applications of Clustering in Data Analysis
โข Advanced Topics in Clustering: Fuzzy Clustering, Subspace Clustering, and Ensemble Clustering
โข Real-world Case Studies of Data Mastery using Clustering Techniques
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