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Deep Learning is the present buzz in the realm of Artificial Intelligence. The excursion of AI that began in the 1950s with the stir of Neural Networks (thinking machines), progressing to Machine Learning in 1980s and Deep Learning after 2010s – a combination of the prior two, has been exceptionally enthralling.