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Deep Learning

88 Citations2021
S. Yogasudha, K. Mounika, P. R. Namitha
Machine Learning — A Journey to Deep Learning

Deep Learning is a subfield of machine learning concerned with algorithms inspired by the structure and function of the brain called artificial neural networks that have various differences from the structural and functional properties of biological brains.

Abstract

Deep Learning is a subfield of machine learning concerned with algorithms inspired by the structure and function of the brain called artificial neural networks. The core of deep learning is that we now have fast enough computers. Deep Learning models are vaguely inspired by information processing and communication patterns in biological nervous systems yet have various differences from the structural and functional properties of biological brains. The biggest limitation of deep learning models is that they learn observations.