Machine Learning (ML)

CC BY-SA 3.0 From Wikipedia on:

Machine learning


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 programming language instructions. Within a subdiscipline of machine learning, advances in the field of deep learning have allowed neural networks, a class of statistical algorithms, to surpass many previous machine learning approaches in performance. Statistics and mathematical optimisation (mathematical programming) methods compose the foundations of machine learning. Data mining is a related field of study, focusing on exploratory data analysis (EDA) through unsupervised learning. From a theoretical viewpoint, probably approximately correct learning provides a mathematical and statistical framework for describing machine learning. Most traditional machine learning and deep learning algorithms can be described as empirical risk minimisation under this framework.

Read more about 'Machine learning' at: Wikipedia

Wikipedia contributors. "Machine learning." Wikipedia, The Free Encyclopedia. Wikipedia, The Free Encyclopedia, March 28, 2026.

Other applications related to Machine Learning in Helmholtz Imaging CONNECT:


Helmholtz Imaging spinning wheel

Please wait, your data is processed