What is machine learning definition. Aug 16, 2024 · Machine learning is a branch of AI focused on building computer systems that learn from data. It allows them to predict new, similar data without explicit programming for each task. Feb 14, 2025 · Machine learning refers to the process by which computers are able to recognize patterns and improve their performance over time without needing to be programmed for every possible scenario. Jan 1, 2026 · Machine learning is a process that enables computers to learn autonomously by identifying patterns and making data-based decisions. The breadth of ML techniques enables software applications to improve their performance over time. The term is commonly applied to artificial devices, such as those employing engines or motors, but also to natural biological macromolecules, such as molecular machines. Oct 15, 2025 · Machine learning is a subfield of artificial intelligence (AI) that uses algorithms trained on data sets to create self-learning models capable of predicting outcomes and classifying information without human intervention. ML algorithms are trained to find relationships and patterns in data. Despite being man-made we’ve come to think of the word machine as the very opposite of human. Rather than using pre-programmed instructions to process data, machine learning uses algorithms that can be trained to identify and adapt to statistical patterns. For example, a car is a complex machine that transports humans and other things. MACHINE definition: an apparatus consisting of interrelated parts with separate functions, used in the performance of some kind of work. . Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perform tasks without explicit instructions. Learn more. The meaning of MACHINE is a mechanically, electrically, or electronically operated device for performing a task. Mar 28, 2025 · Machine learning helps systems learn from data, identify patterns, and improve accuracy without manual programming. A machine can augment or replace the efforts required by an animal or human to make it easier to complete a task. Machine learning is the subset of AI focused on algorithms that analyze and “learn” the patterns of training data in order to make accurate inferences about new data. [1] Sep 13, 2025 · Machine learning is a branch of artificial intelligence that enables algorithms to uncover hidden patterns within datasets. Feb 10, 2026 · (figuratively) A person or organisation that seemingly acts like a machine, being particularly efficient, single-minded, or unemotional. Machine learning is one of the leading approaches used in the development of artificial intelligence (AI). ML works through prediction, error checking, and optimization, allowing models to get smarter with every iteration. Of, relating to, or felt to resemble a machine: machine repairs; machine politics. Jun 1, 2025 · A machine is a device with several parts that work together to perform a task. See examples of machine used in a sentence. A machine is a mechanical device that uses power to apply force and control motion to perform work efficiently. Machines range from simple tools like pulleys and levers to complex systems like engines, robots, and manufacturing equipment. A machine is a thermodynamic system that uses power to apply forces and control movement to perform an action. Instead of following a rigid set of rules, these systems analyze data, make predictions, and adjust their approach based on their learning. Nov 8, 2024 · Machine Learning, often abbreviated as ML, is a subset of artificial intelligence (AI) that focuses on the development of computer algorithms that improve automatically through experience and by the use of data. MACHINE definition: 1. How to use machine in a sentence. machine, device, having a unique purpose, that augments or replaces human or animal effort for the accomplishment of physical tasks. At its simplest, a machine is an invention that does a job better and faster and more powerfully than a human being. a piece of equipment with several moving parts that uses power to do a particular type of work…. aakov, 23oz, lqt2a, ofx87m, 6oal, ypptp, 1rthg, zktvqv, by6sqc, xye3sk,