Why DL?

Deep Neural Networks (Deep Learning) seek to replicate the way brain processes information. Imagine a progression of nodes (nodes), each encapsulating varying aspects of knowledge and with the ability to communicate back andforth. Deep learning represents the cutting-edge of machine learning in the design of intelligent systems that learn from complex, large-scale datasets. In recent years, interest in deep learning has escalated as emergent developments have enabled computers toperform tasks that were previously believed tobe limited to human capabilities of perception, cognition and effort.