Monthly Archives: February 2019

Deep Learning is the subdomain part of machine learning which is inspired by the way,a brain functions.It comprises of artificial neural networks and algorithms which are inspired by how the brain learns and make decisions accordingly.With the emergence of deep learning in this era, we are now able to work on image classification, Natural language processing etc.Deep learning applications provide a helping hand to humans.In some areas,artificial neural networks even outperform human level [1] and reach upto the bayes error rate[2] which is the lowest possible error rate.   END TO END LEARNING:   After the emergence of Backpropagation algorithm deep [...]

It’s a family or class of a Machine Learning, Deep learning is an aspect of artificial intelligence that is concerned with emulating the learning approach that human beings use to gain certain types of knowledge. At its simplest, deep learning can be thought of as a way to automate predictive analytics. Fig 1: Overview of deep learning Where it is used? Because deep learning models process information in ways similar to the human brain, models can be applied to many tasks people do. Deep learning is currently used in most common image recognitiontools, NLP processing and speech recognition software. These tools are starting [...]