Algorithms are step-by-step procedures used to solve problems or perform computations. They are essential in computer science and various fields, providing efficient solutions to complex tasks.
Machine learning algorithms are mathematical models that allow computers to learn from data and make predictions or decisions. Key types include supervised learning (e.g., linear regression, decision trees), best internet providers unsupervised learning (e.g., k-means clustering, PCA), and reinforcement learning. These algorithms adjust based on data patterns, enabling tasks like classification, regression, and optimization, and are central to AI-driven applications.
-- Edited by james lader on Thursday 5th of December 2024 04:07:01 AM