2021 The Year of Transformers – Deep Learning

Transformers are a type of neural network architecture that has gained significant popularity due to their unwavering dedication to achieving optimal results in completing assigned tasks. Deep learning, which is widely recognized as a powerful tool, has significantly transformed the way we operate, proving to be both a lifesaver and a solution to disaster. Big players like OpenAI and DeepMind employ Transformers in their AlphaStar applications. …

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 to weights using the backpropagation algorithm. This algorithm … Continue reading Deep Learning – Backpropagation Algorithm Basics

Deep Learning – Introduction to Basics

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