Algorithms in the context of computing and artificial intelligence are precise sets of instructions designed to perform specific tasks or solve problems. An algorithm forms the backbone of AI and machine learning models, dictating how data is processed and analyzed to make decisions, recognize patterns, or predict outcomes. Algorithms can range from simple formulas to complex sets of rules that enable sophisticated functionalities like speech recognition, autonomous driving, or personalized recommendations. Their effectiveness, efficiency, and ethical implications are central to the development and application of AI technologies, making algorithms a critical focus for both developers and policymakers.
Classification Models
Classification models are a cornerstone of machine learning, where
