Deep Learning for Real Business Applications
Deep Learning is the latest revolutionary technique in the field of Machine Learning. This is mainly attributed to its success in outperforming the traditional methods in several application areas like image recognition, speech and text processing. In this session, we will discuss on the Deep Learning sub areas as well as how they have been applied to industrial problems. The first part of this session will focus on Restricted Boltzman Machines and how they are being used for context aware networking at Cisco. In the next part of the session, we will focus on how hybrid models combining recurrent neural networks and convolutional neural networks are used for question answering and image understanding at IBM. This will be followed by discussion on how best to build deep learning models and where are they best applicable with our speakers.