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AES (Advanced Encryption Standard) is a widely used symmetric key encryption algorithm that can encrypt and decrypt data quickly and securely. It is used to protect sensitive data in various applications, including financial transactions, communications, and storage.
The Knuth-Morris-Pratt (KMP) Algorithm is a string matching algorithm used to find the occurrence of a pattern string in a text string. It uses a preprocessing step to create a failure function, which helps skip irrelevant comparisons and improves its efficiency compared to a simple string matching algorithm.
A binary tree is a tree data structure in which each node has at most two children, referred to as the left and right child. The root node is the topmost node in the tree. This structure allows for efficient search, insertion, and deletion operations, making binary trees a common data structure in computer science.
AVL Tree is a self-balancing binary search tree where the height difference of the left and right subtrees can't exceed 1. It's named after Adelson-Velsky and Landis and provides efficient search, insert, and delete operations with O(log n) time complexity, making it a reliable choice for large data sets.
Numerical algorithms are methods for solving mathematical problems using numerical approximations rather than exact solutions. They are used in a wide range of fields including engineering, physics, finance, and computer science.
Long Short-Term Memory (LSTM) is a type of Recurrent Neural Network (RNN) that is capable of remembering long-term dependencies in sequential data by using memory cells, gates, and a hidden state to control the flow of information. It is widely used in time series analysis, natural language processing, and other tasks.