Binary Tree
In the context of Data Science and Artificial Intelligence, a binary tree is a hierarchical data structure that consists of nodes, where each node has at most two children, referred to as the left child and the right child. The topmost node of the tree is called the root node. Each node in the binary tree can have a value associated with it, and the relationship between the nodes is defined by their parent-child relationship. The left child of a node is always smaller than the parent node, while the right child is always greater. Binary trees are commonly used in various algorithms and data structures, such as binary search trees, heap data structures, and decision trees. They provide efficient searching, sorting, and insertion operations, making them valuable in many applications, including data analysis, machine learning, and optimization algorithms.
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