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Algorithms are the foundation of computer programming. An algorithm is a step-by-step procedure or formula for solving a specific problem. Efficient algorithms help optimize performance, reduce execution time, and improve the scalability of software applications. Different types of algorithms, such as sorting, searching, and graph algorithms, are essential in various fields like artificial intelligence, cryptography, and data analysis.