Certificate in Data Mining: Mining Fundamentals
-- ViewingNowThe Certificate in Data Mining: Mining Fundamentals is a comprehensive course designed to equip learners with essential data mining skills. This program focuses on the principles and techniques used to extract valuable insights from large datasets, enabling data-driven decision-making in various industries.
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โข Introduction to Data Mining
โข Data Preprocessing
โข Data Warehousing and OLAP
โข Statistical Methods in Data Mining
โข Machine Learning Fundamentals
โข Data Mining Techniques ( classification, clustering, association rule mining )
โข Data Mining Algorithms
โข Evaluation of Data Mining Results
โข Applications of Data Mining ( fraud detection, market basket analysis, customer segmentation )
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