Machine learning (ML) is the study of algorithms and models, which computers use for performing specific tasks without having particular instructions. It is a subset of artificial Intelligence and enables a machine to learn from its experience. In ML, computers can access data and use it to advance their knowledge of the problem.
A succinct and comprehensive answer to the question “What is Machine Learning?” could be:
“Machine learning is a subset of artificial intelligence that involves the development of algorithms and statistical models that enable computers to progressively improve their performance on a specific task or problem without being explicitly programmed. It relies on the idea that systems can learn from data, identify patterns, and make decisions with minimal human intervention. Machine learning algorithms can be broadly categorized into supervised learning, unsupervised learning, semi-supervised learning, reinforcement learning, and deep learning, each with its own techniques and applications across various fields such as finance, healthcare, marketing, and more.”