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Data Science: Principles and Concepts in Modeling Decision Treesbility in diverse fields like Agriculture, Business, Education, Finance, and Healthcare for solving problems like Annotating Genome Sequences, Automation in Manufacturing Industry, and Medical Image Analysis. These problems require analyzing discrete structured and unstructured high-dimensional data