Category: Neural Networks

2021 The Year of Transformers – Deep Learning

Transformer –  Transformers are one of the types of neural network architecture and known for their staunch behaviour for the assigned tasks to produce best results thus gaining popularity rapidly. We all know deep Learning a powerful tool, a game-changer that is helping to play both the roles i.e. as […]

Deep Learning – Backpropagation Algorithm Basics

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 […]