Deep Learning Frameworks: An Analysis on Business Perspective

Abstract

In recent time the amount of data handled by any traditional machine learning system is huge due to big data analytics. Deep learning plays a major role in this respect by retaining the performance of the system with huge amount of data. Deep learning research is constantly growing in last 25 years due to its huge potential in business system. Machine learning system are transforming from shallow architecture learning algorithm like SVM, Perceptron, kNN to deep architecture. In this paper we have discussed the importance of Deep learning in the introduction part and we have done an analysis of different type of software libraries in Deep learning and applications like Torch, Theano, TensorFlow and Caffe. Finally, Deep learning application in business perspective is discussed.