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Deep learning is a mainly an area of machine learning. The intention of this paper is to give a quick overview of deep learning algorithms. In this paper the author is discussed the most popular deep learning algorithm which are used most frequent in the current scenario. Now a days deep learning has caught special attention because it can solve very complex problem with less computation.