What Are the Prospects for Deep Learning?

The data science community is constantly on the hunt for the next blockbuster multi-use algorithm. Ease of use and interpretability have made logistic regression and decision trees analytic staples. But their accuracy and classification stability leave something to be desired. So the industry keeps searching for an algorithm that can decipher key patterns and signals in data. A long line of fad techniques has come and gone.