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The Brain Residency Program was created in 2015 with the goal of training and supporting the next generation of deep learning researchers. With deep learning and other machine learning subfields fast becoming a critical area for a broad range of applications, people from a wide range of disciplines are beginning to realize the importance and impact of this area of research. With growing interest in the field, there is a corresponding need for researchers with hands-on experience in machine learning techniques and methodologies.