Category: Deep Learning

Deep Learning – Backpropagation Algorithm Basics

by V Sharma, posted in Artificial Neural Networks, Deep Learning

Backpropagation Algorithm – An important mathematical tool for making better and high accuracy predictions in machine learning. This algorithm uses supervised learning methods for training Artificial Neural Networks. The whole idea of training multi-layer perceptrons is to compute the derivatives of the error function or gradient descent with respect to weights using the backpropagation algorithm. This algorithm … Continue reading Deep Learning – Backpropagation Algorithm Basics

Deep Learning – Introduction to Basics

by V Sharma, posted in Deep Learning

Deep Learning (DL) – A very young and limitless field. Its a class of machine learning where theories of the subject aren’t strongly established and views quickly changes almost on daily basis. “I think people needs to understand that deep learning is making a lot of things, behind the scenes, much-better” – Sir Geoffrey Hinton What is Deep … Continue reading Deep Learning – Introduction to Basics