What Is Machine Learning | Conscious Directory

Machine learning is a field of study in [[artificial-intelligence|artificial intelligence]] that focuses on the development of statistical algorithms and models that enable computer systems to learn from data and perform tasks without explicit programming instructions, with applications in [[deep-learning|deep learning]], [[natural-language-processing|natural language processing]], and [[computer-vision|computer vision]]. It is a subfield of [[computer-science|computer science]] and has connections to [[mathematics|mathematics]] and [[data-mining|data mining]]. Machine learning involves the use of [[supervised-learning|supervised learning]], [[unsupervised-learning|unsupervised learning]], and [[reinforcement-learning|reinforcement learning]] techniques to improve the performance of computer systems. With its roots in [[statistics|statistics]] and [[mathematical-optimisation|mathematical optimisation]], machine learning has become a key driver of innovation in the [[tech-industry|tech industry]] and [[business|business]].