Global Certificate in Decision Trees Analysis: Logical Frameworks
-- viewing nowThe Global Certificate in Decision Trees Analysis: Logical Frameworks is a comprehensive course that empowers learners with essential skills in data analysis and decision-making. This course is crucial in today's data-driven world, where businesses rely on accurate data analysis to make informed decisions.
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Course Details
• Decision Trees Analysis: An Introduction
• Advantages and Limitations of Decision Trees
• Building Decision Trees: Methods and Techniques
• CART (Classification and Regression Trees)
• ID3 (Iterative Dichotomiser 3) and C4.5 Algorithms
• Pruning Decision Trees: Cost Complexity Pruning and Reduced Error Pruning
• Decision Trees in Risk Analysis and Management
• Decision Trees in Business Intelligence and Data Mining
• Real-World Applications of Decision Trees Analysis
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