2012 NASA Langley Research Center, National Institute of Aerospace Lecture Series -- Stochsatic Analytics 2011 National e-Science Institute Workshop on Statistical and Probabilitstic Databases (at Johns Hopkins) -- Stochsatic Analytics 2010 Duke University Departmental Colloquium -- The Monte Carlo Database System 2010 New England Database Society (Brown/Brandeis/MIT) -- The DataPath Database System 2009 The University of California, Berkeley -- The Monte Carlo Database System 2009 IBM Almaden Pat Goldberg Award Lecture (joint with Peter Haas) -- The Monte Carlo Database System 2009 SIGKDD Workshop on Knowledge Discovery from Uncertain Data -- Managing and Mining Uncertain Data: What Might We Do Better?