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Category: Machine Learning

Machine Learning – Changing Payments Security Landscape

Payments Security Landscape – The risk of info security on data, application logic, and financial value losses are continually growing fast. For this reason, Artificial Intelligence and machine learning-based infosec tools for banking and mobile payments are getting huge attention. Starting from risk underwriting to credit rating & scoring […]

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Supervised vs Unsupervised Machine Learning

Supervised vs Unsupervised Machine Learning – Both of them are very popular machine learning algorithms currently in use. Supervised learning is all about labelled data where its algorithm does reverse engineering work as compared to traditional programs i.e it predicts/maps the output to the input data.  Unsupervised is all about […]

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 […]