• Vishwas Victor

Nowadays, Deep Learning is being popular among the computer scientists and Researchers. It is a stimulating field of Machine Learning. It is true to say that Deep Learning is the most effective, supervised, time as well as cost efficient machine learning approach. Deep Learning follows various procedures and topographies that can be applied to a group of complicated problems instead of restricted learning approach. In Deep Learning, multiple layers are used to represent the abstractions of data, just to build computational models. There are few Deep Learning Algorithms such as Generative Adversarial Network, Convolutional Neural Networks and Model Transfers which have changed our perception of information processing completely. Though, there exists an opening of understanding behind this tremendously fast paced domain. The only reason behind this is that it was never represented from a multi-scope perspective previously. Deep Learning methods have made a significant breakthrough with appreciable performance in a wide variety of applications with useful security tools. This led to a wide use of Deep Learning domains in Business, Science and Government. It is further used in adaptive testing, biological image classification, computer vision, cancer detection natural language processing, object detection, face recognition handwriting recognition speech recognition stock market analysis and many more. In this research paper, we focused on the evolution of Deep Learning, its comparison with Machine Learning, different Deep Learning concepts and applications. Also, we are going to address the facts and myths about it. Finally, the paper ends with the conclusion and future aspects.

Deep Learning, Machine Learning, Computational Model, Convolutional Neural Network, Generative Adversarial Network, Information Processing

"UNLEASHING THE FACTS AND MYTHS ABOUT DEEP LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 11, page no.c316-c321, November-2021, Available :http://www.jetir.org/papers/JETIR2111243.pdf

"UNLEASHING THE FACTS AND MYTHS ABOUT DEEP LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 11, page no. ppc316-c321, November-2021, Available at : http://www.jetir.org/papers/JETIR2111243.pdf