Category: Deep Learning
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 […]
Deep Learning Vs Neural Networks – Demystifying the Differences
Demystifying the Gaps – Deep Learning Vs Neural Networks – As the name suggests “Neural Network”, or ANN they are inspired by the human brain […]
Deep Learning – Driving the Innovation in NLP
NLP – Natural Language Processing, Can’t rule out a very common saying i.e. “Garbage in, garbage out.” Every machine learning model needs quality data, correct, […]
Deep Learning – Introduction to Boltzmann Machines
Boltzmann Machines – A kind of imaginary recurrent neural network and normally get interpreted from the probabilistic graphical models. In a short its a neural […]
Deep Learning Algorithms — The Basic Guide
Deep Learning – A very young and limitless field. It is a class of machine learning where theories of the subject aren’t strongly established and […]
Deep Learning – Introduction to Recursive Neural Network
Recursive Neural Network – When the same set of weights applied recursively on structured inputs with the expectation of getting structured prediction that’s when we […]
Role of Convolutional Layer in Convolutional Neural Networks
Convolutional Neural Networks – CNN a neural network with some convolutional and other layers. The convolutional layer has a number of filters that do a […]
Artificial Neural Networks – Debunking The Myth
Debunking The Myth – Before we embark on this high-level journey, let’s understand and take the fact for granted. Artificial neural networks do not work […]
Deep Learning – Deep Convolutional Generative Adversarial Networks Basics
Deep Convolutional Generative Adversarial Networks- Sir. Yann LeCun, Facebook’s AI research director made a very intuitive and interesting comment about GANs “Adversarial training “The most […]
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 […]
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