Certificate in Data Clustering and its Applications
-- ViewingNowThe Certificate in Data Clustering and its Applications is a comprehensive course that equips learners with essential skills in data analysis and machine learning. This program focuses on data clustering techniques, their applications, and real-world use cases, making it highly relevant for professionals in various industries.
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โข Introduction to Data Clustering
โข Types of Data Clustering: Hard and Soft Clustering
โข Popular Clustering Algorithms: K-Means, DBSCAN, Hierarchical Clustering
โข Evaluation Metrics for Data Clustering
โข Clustering High-Dimensional Data
โข Density-Based Clustering Techniques
โข Data Clustering for Image Segmentation
โข Clustering for Social Network Analysis
โข Scalable Data Clustering Algorithms
โข Real-World Applications of Data Clustering
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