Tackling the Limits of Deep Learning and Artificial Intelligence

In this video on Deep Learning, Richard Socher of Salesforce provides insightful commentary of how research can work with engineering to help ensure artificial intelligence (AI) is optimized for product delivery and business growth. Deep Learning is a subfield of AI and Machine Learning concerned with algorithms inspired by the structure and function of the brain called artificial neural networks. It is a relatively recent field, first referenced in 1986, but made functional by recent developments in search algorithms and big data. Deep Learning is providing solutions in a wide range of areas now, including computer vision, feature recognition, anomaly detection and extraction of information from a sensed environment. It is directly relevant to robotics, search, knowledge extraction and the overall advancement of AI.