Global Certificate in Data Mining for K12
-- ViewingNowThe Global Certificate in Data Mining for K12 is a comprehensive course designed to equip educators with essential data mining skills for the modern classroom. In an era driven by data, this course is crucial for K12 educators seeking to enhance their data literacy and analytical skills.
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• Introduction to Data Mining – primary keyword: Data Mining
• Data Preparation – keywords: data cleaning, data transformation
• Data Exploration – keywords: data visualization, summary statistics
• Statistical Analysis – keywords: hypothesis testing, regression analysis
• Machine Learning Basics – keywords: supervised learning, unsupervised learning
• Classification Algorithms – keywords: decision trees, logistic regression
• Clustering Algorithms – keywords: k-means, hierarchical clustering
• Association Rule Mining – keywords: market basket analysis, frequent itemsets
• Ethical Considerations in Data Mining – keywords: privacy, fairness
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