Global Certificate in Decision Trees Analysis: Logical Frameworks

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The 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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The course covers the fundamentals of decision trees and logical frameworks, providing learners with a solid understanding of how to use these tools to analyze complex data sets and make strategic decisions. Learners will gain hands-on experience using industry-standard software, preparing them for real-world applications. With a growing demand for data analysis skills across industries, this course provides learners with a valuable credential that can enhance their career prospects. By completing this course, learners will have demonstrated their ability to apply decision trees and logical frameworks to solve complex problems, making them highly valuable to potential employers.

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과정 세부사항

• 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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