Certificate in Data Mining: Foundations for Educators
-- ViewingNowThe Certificate in Data Mining: Foundations for Educators is a comprehensive course designed to equip educators with essential data mining skills. This program emphasizes the importance of data-driven decision making in the modern classroom, covering fundamental concepts and techniques such as data preprocessing, pattern discovery, and visualization.
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โข Introduction to Data Mining
โข Data Preprocessing and Cleaning
โข Data Mining Techniques: Clustering and Classification
โข Association Rule Learning and Applications
โข Analyzing Text Data with Natural Language Processing
โข Data Mining Visualization and Interpretation
โข Ethical Considerations in Data Mining
โข Data Mining Tools and Software
โข Implementing Data Mining Projects in Education
โข Evaluating Data Mining Results and Outcomes
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