Certificate in Data Mining Algorithms & Applications
-- ViewingNowThe Certificate in Data Mining Algorithms & Applications is a comprehensive course designed to equip learners with essential skills in data mining, a highly sought-after competency in today's data-driven world. This course covers various data mining algorithms and applications, providing a solid foundation for learners to analyze and interpret complex data sets.
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โข Introduction to Data Mining & Machine Learning
โข Data Preprocessing & Cleaning
โข Supervised Learning Algorithms
• Regression Analysis
• Decision Trees
• Logistic Regression
• Support Vector Machines (SVM)
โข Unsupervised Learning Algorithms
• Clustering Techniques
• Principal Component Analysis (PCA)
โข Evaluation Metrics for Data Mining Algorithms
โข Data Mining Applications
• Fraud Detection
• Customer Segmentation
• Recommendation Systems
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