Senior Principal Data Scientist @ Oracle Analytics Cloud
Vikas Agrawal works as a Senior Principal Data Scientist in Cognitive Computing for Oracle Analytics Cloud. His current interests are in automated discovery, adaptive anomaly detection in streaming data, intelligent context-aware systems, and explaining black-box model predictions. Vikas credits his continued learning to smart creative colleagues and mentors at Intel Corporation, Infosys Limited, and Oracle Corporation, where they researched and developed novel IP, products, and solutions to amplify humans such as:
Vikas received a B.Tech. in Electrical Engineering from the Indian Institute of Technology, New Delhi (1997), an MS in Computer Science and a PhD in Computational Modeling from University of Delaware, with post-doctoral research at California Institute of Technology (CalTech, Pasadena, CA) with colleagues from NASA’s Jet Propulsion Labs (JPL) for NSF’s FIBR. http://bigdata-madesimple.com/10-indian-data-scientists-you-should-know/
Machine learning and deep learning algorithms are getting increasingly useful and complex to understand. In some industries like banking, credit cards and pharmaceuticals, the explanations for predictions or decision rules derived from them are required by regulatory agencies. In this session you shall learn how “LIME: Local Interpretable Model- Agnostic Explanations” can be used to […]