New Delhi, Nov. 20 -- IIT Ropar has organised this course as deep Learning has received a lot of attention over the past few years and has been employed successfully by companies like Google, Microsoft, IBM, Facebook, Twitter etc. It helps them to solve a wide range of problems in Computer Vision and Natural Language Processing.

In this course, IIT Ropar prof will teach about the building blocks used in these Deep Learning solutions specifically, about feedforward neural networks, convolutional neural networks, recurrent neural networks and attention mechanisms. Students will also look at various optimization algorithms such as Gradient Descent, Nesterov Accelerated Gradient Descent, Adam, AdaGrad and RMSProp which are used for training ...