What Is Machine Learning | Community Wallet

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]]. This field combines concepts from [[statistics|statistics]] and [[mathematical-optimisation|mathematical optimisation]] to create systems that can generalize to unseen data. Machine learning is a subclass of [[computer-science|computer science]] and [[artificial-intelligence|artificial intelligence]], and has parts including [[online-machine-learning|online machine learning]], [[supervised-learning|supervised learning]], [[unsupervised-learning|unsupervised learning]], and [[reinforcement-learning|reinforcement learning]]. With its roots in [[mathematics|mathematics]], machine learning has become a crucial tool in various industries, including [[finance|finance]] and [[healthcare|healthcare]].